Upload folder using huggingface_hub

.gitattributes

@@ -59,3 +59,19 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
 results/core/gemma-scope-2b-pt-res-canonical/gemma-scope-2b-pt-res-canonical_layer_12_width_65k_canonical_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
 results/core/gemma-scope-2b-pt-res-canonical/gemma-scope-2b-pt-res-canonical_layer_5_width_65k_canonical_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
+results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_12_width_65k_average_l0_141_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
+results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_12_width_65k_average_l0_21_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
+results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_12_width_65k_average_l0_297_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
+results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_12_width_65k_average_l0_38_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
+results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_12_width_65k_average_l0_72_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
+results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_19_width_65k_average_l0_115_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
+results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_19_width_65k_average_l0_216_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
+results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_19_width_65k_average_l0_21_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
+results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_19_width_65k_average_l0_35_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
+results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_19_width_65k_average_l0_63_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
+results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_5_width_65k_average_l0_105_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
+results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_5_width_65k_average_l0_17_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
+results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_5_width_65k_average_l0_211_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
+results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_5_width_65k_average_l0_29_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
+results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_5_width_65k_average_l0_53_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text
+results/core/gemma-scope-2b-pt-res-canonical/gemma-scope-2b-pt-res-canonical_layer_19_width_65k_canonical_128_Skylion007_openwebtext.json filter=lfs diff=lfs merge=lfs -text

results/absorption/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_1_step_0_eval_results.json

@@ -0,0 +1,210 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "906468fd-564f-4e53-8c8f-e8556259dbf1",
+  "datetime_epoch_millis": 1732490217446,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.027236033948122282,
+      "mean_num_split_features": 1.6538461538461537
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.03037293348712034,
+      "num_absorption": 79,
+      "num_probe_true_positives": 2601,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.021592442645074223,
+      "num_absorption": 32,
+      "num_probe_true_positives": 1482,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.023104693140794223,
+      "num_absorption": 64,
+      "num_probe_true_positives": 2770,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.019701492537313434,
+      "num_absorption": 33,
+      "num_probe_true_positives": 1675,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.04408060453400504,
+      "num_absorption": 70,
+      "num_probe_true_positives": 1588,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.02297872340425532,
+      "num_absorption": 27,
+      "num_probe_true_positives": 1175,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.023767605633802816,
+      "num_absorption": 27,
+      "num_probe_true_positives": 1136,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.022222222222222223,
+      "num_absorption": 22,
+      "num_probe_true_positives": 990,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.04645476772616137,
+      "num_absorption": 76,
+      "num_probe_true_positives": 1636,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.020594965675057208,
+      "num_absorption": 9,
+      "num_probe_true_positives": 437,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.01834862385321101,
+      "num_absorption": 12,
+      "num_probe_true_positives": 654,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.021258503401360544,
+      "num_absorption": 25,
+      "num_probe_true_positives": 1176,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.02578167855183763,
+      "num_absorption": 47,
+      "num_probe_true_positives": 1823,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.026066350710900472,
+      "num_absorption": 22,
+      "num_probe_true_positives": 844,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.028659160696008188,
+      "num_absorption": 28,
+      "num_probe_true_positives": 977,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.05472197705207414,
+      "num_absorption": 124,
+      "num_probe_true_positives": 2266,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.005813953488372093,
+      "num_absorption": 1,
+      "num_probe_true_positives": 172,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.03712720632988436,
+      "num_absorption": 61,
+      "num_probe_true_positives": 1643,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.035488404778636684,
+      "num_absorption": 101,
+      "num_probe_true_positives": 2846,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.030061349693251534,
+      "num_absorption": 49,
+      "num_probe_true_positives": 1630,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.040364583333333336,
+      "num_absorption": 31,
+      "num_probe_true_positives": 768,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.027912621359223302,
+      "num_absorption": 23,
+      "num_probe_true_positives": 824,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.015804597701149427,
+      "num_absorption": 11,
+      "num_probe_true_positives": 696,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.021505376344086023,
+      "num_absorption": 2,
+      "num_probe_true_positives": 93,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.01282051282051282,
+      "num_absorption": 2,
+      "num_probe_true_positives": 156,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.03153153153153153,
+      "num_absorption": 7,
+      "num_probe_true_positives": 222,
+      "num_split_features": 2
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_1_step_0",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_topk_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_1_step_14648_eval_results.json

@@ -0,0 +1,210 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "906468fd-564f-4e53-8c8f-e8556259dbf1",
+  "datetime_epoch_millis": 1732496896372,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.1594633429277877,
+      "mean_num_split_features": 1.9615384615384615
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.4013840830449827,
+      "num_absorption": 1044,
+      "num_probe_true_positives": 2601,
+      "num_split_features": 7
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.23616734143049933,
+      "num_absorption": 350,
+      "num_probe_true_positives": 1482,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.5176895306859206,
+      "num_absorption": 1434,
+      "num_probe_true_positives": 2770,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.21313432835820895,
+      "num_absorption": 357,
+      "num_probe_true_positives": 1675,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.2506297229219144,
+      "num_absorption": 398,
+      "num_probe_true_positives": 1588,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.214468085106383,
+      "num_absorption": 252,
+      "num_probe_true_positives": 1175,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.05897887323943662,
+      "num_absorption": 67,
+      "num_probe_true_positives": 1136,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.03434343434343434,
+      "num_absorption": 34,
+      "num_probe_true_positives": 990,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.2927872860635697,
+      "num_absorption": 479,
+      "num_probe_true_positives": 1636,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.004576659038901602,
+      "num_absorption": 2,
+      "num_probe_true_positives": 437,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.01834862385321101,
+      "num_absorption": 12,
+      "num_probe_true_positives": 654,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.0977891156462585,
+      "num_absorption": 115,
+      "num_probe_true_positives": 1176,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.3483269336258914,
+      "num_absorption": 635,
+      "num_probe_true_positives": 1823,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.07938388625592417,
+      "num_absorption": 67,
+      "num_probe_true_positives": 844,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.062436028659160696,
+      "num_absorption": 61,
+      "num_probe_true_positives": 977,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.23962930273609886,
+      "num_absorption": 543,
+      "num_probe_true_positives": 2266,
+      "num_split_features": 6
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.011627906976744186,
+      "num_absorption": 2,
+      "num_probe_true_positives": 172,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.1393791844187462,
+      "num_absorption": 229,
+      "num_probe_true_positives": 1643,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.4652143359100492,
+      "num_absorption": 1324,
+      "num_probe_true_positives": 2846,
+      "num_split_features": 5
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.24662576687116564,
+      "num_absorption": 402,
+      "num_probe_true_positives": 1630,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.10416666666666667,
+      "num_absorption": 80,
+      "num_probe_true_positives": 768,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.03519417475728155,
+      "num_absorption": 29,
+      "num_probe_true_positives": 824,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.017241379310344827,
+      "num_absorption": 12,
+      "num_probe_true_positives": 696,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.043010752688172046,
+      "num_absorption": 4,
+      "num_probe_true_positives": 93,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 156,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.013513513513513514,
+      "num_absorption": 3,
+      "num_probe_true_positives": 222,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_1_step_14648",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_topk_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_1_step_1464_eval_results.json

@@ -0,0 +1,196 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "906468fd-564f-4e53-8c8f-e8556259dbf1",
+  "datetime_epoch_millis": 1732494904719,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.149098917023831,
+      "mean_num_split_features": 1.7916666666666667
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.39523260284505957,
+      "num_absorption": 1028,
+      "num_probe_true_positives": 2601,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.3367071524966262,
+      "num_absorption": 499,
+      "num_probe_true_positives": 1482,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.41191335740072205,
+      "num_absorption": 1141,
+      "num_probe_true_positives": 2770,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.11641791044776119,
+      "num_absorption": 195,
+      "num_probe_true_positives": 1675,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.12909319899244331,
+      "num_absorption": 205,
+      "num_probe_true_positives": 1588,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.3472340425531915,
+      "num_absorption": 408,
+      "num_probe_true_positives": 1175,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.027288732394366196,
+      "num_absorption": 31,
+      "num_probe_true_positives": 1136,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.01919191919191919,
+      "num_absorption": 19,
+      "num_probe_true_positives": 990,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.15158924205378974,
+      "num_absorption": 248,
+      "num_probe_true_positives": 1636,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.004576659038901602,
+      "num_absorption": 2,
+      "num_probe_true_positives": 437,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.0061162079510703364,
+      "num_absorption": 4,
+      "num_probe_true_positives": 654,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.07227891156462585,
+      "num_absorption": 85,
+      "num_probe_true_positives": 1176,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.2068019747668678,
+      "num_absorption": 377,
+      "num_probe_true_positives": 1823,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.03672985781990521,
+      "num_absorption": 31,
+      "num_probe_true_positives": 844,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.033776867963152504,
+      "num_absorption": 33,
+      "num_probe_true_positives": 977,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.4766107678729038,
+      "num_absorption": 1080,
+      "num_probe_true_positives": 2266,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.08703590992087644,
+      "num_absorption": 143,
+      "num_probe_true_positives": 1643,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.4989458889669712,
+      "num_absorption": 1420,
+      "num_probe_true_positives": 2846,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.14969325153374233,
+      "num_absorption": 244,
+      "num_probe_true_positives": 1630,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.033854166666666664,
+      "num_absorption": 26,
+      "num_probe_true_positives": 768,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.009708737864077669,
+      "num_absorption": 8,
+      "num_probe_true_positives": 824,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.005747126436781609,
+      "num_absorption": 4,
+      "num_probe_true_positives": 696,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.01282051282051282,
+      "num_absorption": 2,
+      "num_probe_true_positives": 156,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.009009009009009009,
+      "num_absorption": 2,
+      "num_probe_true_positives": 222,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_1_step_1464",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_topk_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_1_step_146_eval_results.json

@@ -0,0 +1,210 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "906468fd-564f-4e53-8c8f-e8556259dbf1",
+  "datetime_epoch_millis": 1732492866631,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.046161227987352796,
+      "mean_num_split_features": 1.6923076923076923
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.03613994617454825,
+      "num_absorption": 94,
+      "num_probe_true_positives": 2601,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.06815114709851552,
+      "num_absorption": 101,
+      "num_probe_true_positives": 1482,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.06028880866425993,
+      "num_absorption": 167,
+      "num_probe_true_positives": 2770,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.028059701492537312,
+      "num_absorption": 47,
+      "num_probe_true_positives": 1675,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.05919395465994962,
+      "num_absorption": 94,
+      "num_probe_true_positives": 1588,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.0425531914893617,
+      "num_absorption": 50,
+      "num_probe_true_positives": 1175,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.01936619718309859,
+      "num_absorption": 22,
+      "num_probe_true_positives": 1136,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.06767676767676768,
+      "num_absorption": 67,
+      "num_probe_true_positives": 990,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.06723716381418093,
+      "num_absorption": 110,
+      "num_probe_true_positives": 1636,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.02517162471395881,
+      "num_absorption": 11,
+      "num_probe_true_positives": 437,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.03211009174311927,
+      "num_absorption": 21,
+      "num_probe_true_positives": 654,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.041666666666666664,
+      "num_absorption": 49,
+      "num_probe_true_positives": 1176,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.047723532638507954,
+      "num_absorption": 87,
+      "num_probe_true_positives": 1823,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.07464454976303317,
+      "num_absorption": 63,
+      "num_probe_true_positives": 844,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.06448311156601842,
+      "num_absorption": 63,
+      "num_probe_true_positives": 977,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.04589585172109444,
+      "num_absorption": 104,
+      "num_probe_true_positives": 2266,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.01744186046511628,
+      "num_absorption": 3,
+      "num_probe_true_positives": 172,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.07303712720632989,
+      "num_absorption": 120,
+      "num_probe_true_positives": 1643,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.0657062543921293,
+      "num_absorption": 187,
+      "num_probe_true_positives": 2846,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.06932515337423313,
+      "num_absorption": 113,
+      "num_probe_true_positives": 1630,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.06640625,
+      "num_absorption": 51,
+      "num_probe_true_positives": 768,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.02669902912621359,
+      "num_absorption": 22,
+      "num_probe_true_positives": 824,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.040229885057471264,
+      "num_absorption": 28,
+      "num_probe_true_positives": 696,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 93,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.038461538461538464,
+      "num_absorption": 6,
+      "num_probe_true_positives": 156,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.02252252252252252,
+      "num_absorption": 5,
+      "num_probe_true_positives": 222,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_1_step_146",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_topk_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_1_step_46322_eval_results.json

@@ -0,0 +1,210 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "bb2adb33-fb17-4b66-bc51-4a5543236343",
+  "datetime_epoch_millis": 1732505956680,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.1668153918079806,
+      "mean_num_split_features": 2.1923076923076925
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.2222222222222222,
+      "num_absorption": 578,
+      "num_probe_true_positives": 2601,
+      "num_split_features": 9
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.31106612685560053,
+      "num_absorption": 461,
+      "num_probe_true_positives": 1482,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.49133574007220215,
+      "num_absorption": 1361,
+      "num_probe_true_positives": 2770,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.27880597014925373,
+      "num_absorption": 467,
+      "num_probe_true_positives": 1675,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.08123425692695214,
+      "num_absorption": 129,
+      "num_probe_true_positives": 1588,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.20085106382978724,
+      "num_absorption": 236,
+      "num_probe_true_positives": 1175,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.07658450704225352,
+      "num_absorption": 87,
+      "num_probe_true_positives": 1136,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.044444444444444446,
+      "num_absorption": 44,
+      "num_probe_true_positives": 990,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.3050122249388753,
+      "num_absorption": 499,
+      "num_probe_true_positives": 1636,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.002288329519450801,
+      "num_absorption": 1,
+      "num_probe_true_positives": 437,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.019877675840978593,
+      "num_absorption": 13,
+      "num_probe_true_positives": 654,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.12414965986394558,
+      "num_absorption": 146,
+      "num_probe_true_positives": 1176,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.41524958859023586,
+      "num_absorption": 757,
+      "num_probe_true_positives": 1823,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.07938388625592417,
+      "num_absorption": 67,
+      "num_probe_true_positives": 844,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.07983623336745138,
+      "num_absorption": 78,
+      "num_probe_true_positives": 977,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.4479258605472198,
+      "num_absorption": 1015,
+      "num_probe_true_positives": 2266,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.01744186046511628,
+      "num_absorption": 3,
+      "num_probe_true_positives": 172,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.18502738892270237,
+      "num_absorption": 304,
+      "num_probe_true_positives": 1643,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.4546732255797611,
+      "num_absorption": 1294,
+      "num_probe_true_positives": 2846,
+      "num_split_features": 7
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.25828220858895706,
+      "num_absorption": 421,
+      "num_probe_true_positives": 1630,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.12239583333333333,
+      "num_absorption": 94,
+      "num_probe_true_positives": 768,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.0412621359223301,
+      "num_absorption": 34,
+      "num_probe_true_positives": 824,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.03017241379310345,
+      "num_absorption": 21,
+      "num_probe_true_positives": 696,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.03225806451612903,
+      "num_absorption": 3,
+      "num_probe_true_positives": 93,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.00641025641025641,
+      "num_absorption": 1,
+      "num_probe_true_positives": 156,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.009009009009009009,
+      "num_absorption": 2,
+      "num_probe_true_positives": 222,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "3629b9067f2518700d317ca31a3d1cdfe077576e",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_1_step_46322",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_topk_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_1_step_4632_eval_results.json

@@ -0,0 +1,210 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "bb2adb33-fb17-4b66-bc51-4a5543236343",
+  "datetime_epoch_millis": 1732503752688,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.1601772290719534,
+      "mean_num_split_features": 1.6538461538461537
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.3490965013456363,
+      "num_absorption": 908,
+      "num_probe_true_positives": 2601,
+      "num_split_features": 6
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.18353576248313092,
+      "num_absorption": 272,
+      "num_probe_true_positives": 1482,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.46137184115523466,
+      "num_absorption": 1278,
+      "num_probe_true_positives": 2770,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.14567164179104478,
+      "num_absorption": 244,
+      "num_probe_true_positives": 1675,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.1801007556675063,
+      "num_absorption": 286,
+      "num_probe_true_positives": 1588,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.3131914893617021,
+      "num_absorption": 368,
+      "num_probe_true_positives": 1175,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.03345070422535211,
+      "num_absorption": 38,
+      "num_probe_true_positives": 1136,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.029292929292929294,
+      "num_absorption": 29,
+      "num_probe_true_positives": 990,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.16198044009779952,
+      "num_absorption": 265,
+      "num_probe_true_positives": 1636,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.004576659038901602,
+      "num_absorption": 2,
+      "num_probe_true_positives": 437,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.010703363914373088,
+      "num_absorption": 7,
+      "num_probe_true_positives": 654,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.0467687074829932,
+      "num_absorption": 55,
+      "num_probe_true_positives": 1176,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.32912781130005486,
+      "num_absorption": 600,
+      "num_probe_true_positives": 1823,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.04028436018957346,
+      "num_absorption": 34,
+      "num_probe_true_positives": 844,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.0511770726714432,
+      "num_absorption": 50,
+      "num_probe_true_positives": 977,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.5101500441306267,
+      "num_absorption": 1156,
+      "num_probe_true_positives": 2266,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.005813953488372093,
+      "num_absorption": 1,
+      "num_probe_true_positives": 172,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.12172854534388314,
+      "num_absorption": 200,
+      "num_probe_true_positives": 1643,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.6893886156008433,
+      "num_absorption": 1962,
+      "num_probe_true_positives": 2846,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.30368098159509205,
+      "num_absorption": 495,
+      "num_probe_true_positives": 1630,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.11979166666666667,
+      "num_absorption": 92,
+      "num_probe_true_positives": 768,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.03155339805825243,
+      "num_absorption": 26,
+      "num_probe_true_positives": 824,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.011494252873563218,
+      "num_absorption": 8,
+      "num_probe_true_positives": 696,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.010752688172043012,
+      "num_absorption": 1,
+      "num_probe_true_positives": 93,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.00641025641025641,
+      "num_absorption": 1,
+      "num_probe_true_positives": 156,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.013513513513513514,
+      "num_absorption": 3,
+      "num_probe_true_positives": 222,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "3629b9067f2518700d317ca31a3d1cdfe077576e",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_1_step_4632",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_topk_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_1_step_463_eval_results.json

@@ -0,0 +1,196 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "bb2adb33-fb17-4b66-bc51-4a5543236343",
+  "datetime_epoch_millis": 1732501480262,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.12763685482364218,
+      "mean_num_split_features": 1.7083333333333333
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.2552864282968089,
+      "num_absorption": 664,
+      "num_probe_true_positives": 2601,
+      "num_split_features": 5
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.1882591093117409,
+      "num_absorption": 279,
+      "num_probe_true_positives": 1482,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.3379061371841155,
+      "num_absorption": 936,
+      "num_probe_true_positives": 2770,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.1182089552238806,
+      "num_absorption": 198,
+      "num_probe_true_positives": 1675,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.10516372795969774,
+      "num_absorption": 167,
+      "num_probe_true_positives": 1588,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.28085106382978725,
+      "num_absorption": 330,
+      "num_probe_true_positives": 1175,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.007042253521126761,
+      "num_absorption": 8,
+      "num_probe_true_positives": 1136,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.01616161616161616,
+      "num_absorption": 16,
+      "num_probe_true_positives": 990,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.1821515892420538,
+      "num_absorption": 298,
+      "num_probe_true_positives": 1636,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.002288329519450801,
+      "num_absorption": 1,
+      "num_probe_true_positives": 437,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.010703363914373088,
+      "num_absorption": 7,
+      "num_probe_true_positives": 654,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.11224489795918367,
+      "num_absorption": 132,
+      "num_probe_true_positives": 1176,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.3614920460778936,
+      "num_absorption": 659,
+      "num_probe_true_positives": 1823,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.054502369668246446,
+      "num_absorption": 46,
+      "num_probe_true_positives": 844,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.032753326509723645,
+      "num_absorption": 32,
+      "num_probe_true_positives": 977,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.3499558693733451,
+      "num_absorption": 793,
+      "num_probe_true_positives": 2266,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.15337796713329277,
+      "num_absorption": 252,
+      "num_probe_true_positives": 1643,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.26985242445537594,
+      "num_absorption": 768,
+      "num_probe_true_positives": 2846,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.18588957055214725,
+      "num_absorption": 303,
+      "num_probe_true_positives": 1630,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.009114583333333334,
+      "num_absorption": 7,
+      "num_probe_true_positives": 768,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.007281553398058253,
+      "num_absorption": 6,
+      "num_probe_true_positives": 824,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.0028735632183908046,
+      "num_absorption": 2,
+      "num_probe_true_positives": 696,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.00641025641025641,
+      "num_absorption": 1,
+      "num_probe_true_positives": 156,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.013513513513513514,
+      "num_absorption": 3,
+      "num_probe_true_positives": 222,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "3629b9067f2518700d317ca31a3d1cdfe077576e",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_1_step_463",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_topk_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_2_eval_results.json

@@ -0,0 +1,189 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "7e397a4e-7173-446a-b3b0-834c7e65b51a",
+  "datetime_epoch_millis": 1732508218120,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.08941542825627224,
+      "mean_num_split_features": 1.3043478260869565
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.35678585159554016,
+      "num_absorption": 928,
+      "num_probe_true_positives": 2601,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.0020242914979757085,
+      "num_absorption": 3,
+      "num_probe_true_positives": 1482,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.3342960288808664,
+      "num_absorption": 926,
+      "num_probe_true_positives": 2770,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.051940298507462686,
+      "num_absorption": 87,
+      "num_probe_true_positives": 1675,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.008816120906801008,
+      "num_absorption": 14,
+      "num_probe_true_positives": 1588,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.015319148936170212,
+      "num_absorption": 18,
+      "num_probe_true_positives": 1175,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.008802816901408451,
+      "num_absorption": 10,
+      "num_probe_true_positives": 1136,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.013131313131313131,
+      "num_absorption": 13,
+      "num_probe_true_positives": 990,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.0550122249388753,
+      "num_absorption": 90,
+      "num_probe_true_positives": 1636,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.0061162079510703364,
+      "num_absorption": 4,
+      "num_probe_true_positives": 654,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.01445578231292517,
+      "num_absorption": 17,
+      "num_probe_true_positives": 1176,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.019199122325836534,
+      "num_absorption": 35,
+      "num_probe_true_positives": 1823,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.026066350710900472,
+      "num_absorption": 22,
+      "num_probe_true_positives": 844,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.009211873080859774,
+      "num_absorption": 9,
+      "num_probe_true_positives": 977,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.28596646072374227,
+      "num_absorption": 648,
+      "num_probe_true_positives": 2266,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.05234327449786975,
+      "num_absorption": 86,
+      "num_probe_true_positives": 1643,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.6869290231904427,
+      "num_absorption": 1955,
+      "num_probe_true_positives": 2846,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.05705521472392638,
+      "num_absorption": 93,
+      "num_probe_true_positives": 1630,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.024739583333333332,
+      "num_absorption": 19,
+      "num_probe_true_positives": 768,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.0036407766990291263,
+      "num_absorption": 3,
+      "num_probe_true_positives": 824,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.0028735632183908046,
+      "num_absorption": 2,
+      "num_probe_true_positives": 696,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.01282051282051282,
+      "num_absorption": 2,
+      "num_probe_true_positives": 156,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.009009009009009009,
+      "num_absorption": 2,
+      "num_probe_true_positives": 222,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "3629b9067f2518700d317ca31a3d1cdfe077576e",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_2",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_topk_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_2_step_0_eval_results.json

@@ -0,0 +1,210 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "7e397a4e-7173-446a-b3b0-834c7e65b51a",
+  "datetime_epoch_millis": 1732510639975,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.025350066339216066,
+      "mean_num_split_features": 1.5769230769230769
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.028450595924644367,
+      "num_absorption": 74,
+      "num_probe_true_positives": 2601,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.010121457489878543,
+      "num_absorption": 15,
+      "num_probe_true_positives": 1482,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.020938628158844765,
+      "num_absorption": 58,
+      "num_probe_true_positives": 2770,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.015522388059701492,
+      "num_absorption": 26,
+      "num_probe_true_positives": 1675,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.04030226700251889,
+      "num_absorption": 64,
+      "num_probe_true_positives": 1588,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.02553191489361702,
+      "num_absorption": 30,
+      "num_probe_true_positives": 1175,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.016725352112676055,
+      "num_absorption": 19,
+      "num_probe_true_positives": 1136,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.020202020202020204,
+      "num_absorption": 20,
+      "num_probe_true_positives": 990,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.04523227383863081,
+      "num_absorption": 74,
+      "num_probe_true_positives": 1636,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.020594965675057208,
+      "num_absorption": 9,
+      "num_probe_true_positives": 437,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.019877675840978593,
+      "num_absorption": 13,
+      "num_probe_true_positives": 654,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.021258503401360544,
+      "num_absorption": 25,
+      "num_probe_true_positives": 1176,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.023587493143170598,
+      "num_absorption": 43,
+      "num_probe_true_positives": 1823,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.022511848341232227,
+      "num_absorption": 19,
+      "num_probe_true_positives": 844,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.0255885363357216,
+      "num_absorption": 25,
+      "num_probe_true_positives": 977,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.05472197705207414,
+      "num_absorption": 124,
+      "num_probe_true_positives": 2266,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.011627906976744186,
+      "num_absorption": 2,
+      "num_probe_true_positives": 172,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.041996348143639686,
+      "num_absorption": 69,
+      "num_probe_true_positives": 1643,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.03408292340126493,
+      "num_absorption": 97,
+      "num_probe_true_positives": 2846,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.026993865030674847,
+      "num_absorption": 44,
+      "num_probe_true_positives": 1630,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.041666666666666664,
+      "num_absorption": 32,
+      "num_probe_true_positives": 768,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.025485436893203883,
+      "num_absorption": 21,
+      "num_probe_true_positives": 824,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.015804597701149427,
+      "num_absorption": 11,
+      "num_probe_true_positives": 696,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.03225806451612903,
+      "num_absorption": 3,
+      "num_probe_true_positives": 93,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 156,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.018018018018018018,
+      "num_absorption": 4,
+      "num_probe_true_positives": 222,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "3629b9067f2518700d317ca31a3d1cdfe077576e",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_2_step_0",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_topk_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_2_step_14648_eval_results.json

@@ -0,0 +1,189 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "7e397a4e-7173-446a-b3b0-834c7e65b51a",
+  "datetime_epoch_millis": 1732517553724,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.0861864655004349,
+      "mean_num_split_features": 1.2608695652173914
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.20530565167243367,
+      "num_absorption": 534,
+      "num_probe_true_positives": 2601,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.0020242914979757085,
+      "num_absorption": 3,
+      "num_probe_true_positives": 1482,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.5292418772563177,
+      "num_absorption": 1466,
+      "num_probe_true_positives": 2770,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.10626865671641791,
+      "num_absorption": 178,
+      "num_probe_true_positives": 1675,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.003778337531486146,
+      "num_absorption": 6,
+      "num_probe_true_positives": 1588,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.01276595744680851,
+      "num_absorption": 15,
+      "num_probe_true_positives": 1175,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.01056338028169014,
+      "num_absorption": 12,
+      "num_probe_true_positives": 1136,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.010101010101010102,
+      "num_absorption": 10,
+      "num_probe_true_positives": 990,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.035452322738386305,
+      "num_absorption": 58,
+      "num_probe_true_positives": 1636,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.00764525993883792,
+      "num_absorption": 5,
+      "num_probe_true_positives": 654,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.008503401360544218,
+      "num_absorption": 10,
+      "num_probe_true_positives": 1176,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.019747668678003292,
+      "num_absorption": 36,
+      "num_probe_true_positives": 1823,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.02843601895734597,
+      "num_absorption": 24,
+      "num_probe_true_positives": 844,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.008188331627430911,
+      "num_absorption": 8,
+      "num_probe_true_positives": 977,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.2969991173874669,
+      "num_absorption": 673,
+      "num_probe_true_positives": 2266,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.03225806451612903,
+      "num_absorption": 53,
+      "num_probe_true_positives": 1643,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.5361911454673226,
+      "num_absorption": 1526,
+      "num_probe_true_positives": 2846,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.08650306748466258,
+      "num_absorption": 141,
+      "num_probe_true_positives": 1630,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.018229166666666668,
+      "num_absorption": 14,
+      "num_probe_true_positives": 768,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.006067961165048544,
+      "num_absorption": 5,
+      "num_probe_true_positives": 824,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 696,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 156,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.018018018018018018,
+      "num_absorption": 4,
+      "num_probe_true_positives": 222,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "3629b9067f2518700d317ca31a3d1cdfe077576e",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_2_step_14648",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_topk_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_2_step_1464_eval_results.json

@@ -0,0 +1,203 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "7e397a4e-7173-446a-b3b0-834c7e65b51a",
+  "datetime_epoch_millis": 1732515318617,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.07476851255036994,
+      "mean_num_split_features": 1.4
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.2552864282968089,
+      "num_absorption": 664,
+      "num_probe_true_positives": 2601,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.0020242914979757085,
+      "num_absorption": 3,
+      "num_probe_true_positives": 1482,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.15054151624548737,
+      "num_absorption": 417,
+      "num_probe_true_positives": 2770,
+      "num_split_features": 5
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.028059701492537312,
+      "num_absorption": 47,
+      "num_probe_true_positives": 1675,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.02707808564231738,
+      "num_absorption": 43,
+      "num_probe_true_positives": 1588,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.01446808510638298,
+      "num_absorption": 17,
+      "num_probe_true_positives": 1175,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.007042253521126761,
+      "num_absorption": 8,
+      "num_probe_true_positives": 1136,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.014141414141414142,
+      "num_absorption": 14,
+      "num_probe_true_positives": 990,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.16625916870415647,
+      "num_absorption": 272,
+      "num_probe_true_positives": 1636,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 437,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.0030581039755351682,
+      "num_absorption": 2,
+      "num_probe_true_positives": 654,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.015306122448979591,
+      "num_absorption": 18,
+      "num_probe_true_positives": 1176,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.08173340647284695,
+      "num_absorption": 149,
+      "num_probe_true_positives": 1823,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.013033175355450236,
+      "num_absorption": 11,
+      "num_probe_true_positives": 844,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.009211873080859774,
+      "num_absorption": 9,
+      "num_probe_true_positives": 977,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.38658428949691087,
+      "num_absorption": 876,
+      "num_probe_true_positives": 2266,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 172,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.24102251978088862,
+      "num_absorption": 396,
+      "num_probe_true_positives": 1643,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.3151791988756149,
+      "num_absorption": 897,
+      "num_probe_true_positives": 2846,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.11226993865030675,
+      "num_absorption": 183,
+      "num_probe_true_positives": 1630,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.013020833333333334,
+      "num_absorption": 10,
+      "num_probe_true_positives": 768,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.0036407766990291263,
+      "num_absorption": 3,
+      "num_probe_true_positives": 824,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.005747126436781609,
+      "num_absorption": 4,
+      "num_probe_true_positives": 696,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 156,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.0045045045045045045,
+      "num_absorption": 1,
+      "num_probe_true_positives": 222,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "3629b9067f2518700d317ca31a3d1cdfe077576e",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_2_step_1464",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_topk_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109/sae_bench_gemma-2-2b_topk_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_2_step_146_eval_results.json

@@ -0,0 +1,210 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "7e397a4e-7173-446a-b3b0-834c7e65b51a",
+  "datetime_epoch_millis": 1732513172493,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.035715693101611434,
+      "mean_num_split_features": 1.8846153846153846
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.0392156862745098,
+      "num_absorption": 102,
+      "num_probe_true_positives": 2601,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.033738191632928474,
+      "num_absorption": 50,
+      "num_probe_true_positives": 1482,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.044765342960288806,
+      "num_absorption": 124,
+      "num_probe_true_positives": 2770,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.015522388059701492,
+      "num_absorption": 26,
+      "num_probe_true_positives": 1675,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.061712846347607056,
+      "num_absorption": 98,
+      "num_probe_true_positives": 1588,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.02723404255319149,
+      "num_absorption": 32,
+      "num_probe_true_positives": 1175,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.02464788732394366,
+      "num_absorption": 28,
+      "num_probe_true_positives": 1136,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.050505050505050504,
+      "num_absorption": 50,
+      "num_probe_true_positives": 990,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.04706601466992665,
+      "num_absorption": 77,
+      "num_probe_true_positives": 1636,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.006864988558352402,
+      "num_absorption": 3,
+      "num_probe_true_positives": 437,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.0290519877675841,
+      "num_absorption": 19,
+      "num_probe_true_positives": 654,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.04081632653061224,
+      "num_absorption": 48,
+      "num_probe_true_positives": 1176,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.04607789358200768,
+      "num_absorption": 84,
+      "num_probe_true_positives": 1823,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.024881516587677725,
+      "num_absorption": 21,
+      "num_probe_true_positives": 844,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.038894575230296824,
+      "num_absorption": 38,
+      "num_probe_true_positives": 977,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.04148278905560459,
+      "num_absorption": 94,
+      "num_probe_true_positives": 2266,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.011627906976744186,
+      "num_absorption": 2,
+      "num_probe_true_positives": 172,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.05660377358490566,
+      "num_absorption": 93,
+      "num_probe_true_positives": 1643,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.07624736472241743,
+      "num_absorption": 217,
+      "num_probe_true_positives": 2846,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.06196319018404908,
+      "num_absorption": 101,
+      "num_probe_true_positives": 1630,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.048177083333333336,
+      "num_absorption": 37,
+      "num_probe_true_positives": 768,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.019417475728155338,
+      "num_absorption": 16,
+      "num_probe_true_positives": 824,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.05316091954022988,
+      "num_absorption": 37,
+      "num_probe_true_positives": 696,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 93,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.00641025641025641,
+      "num_absorption": 1,
+      "num_probe_true_positives": 156,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.02252252252252252,
+      "num_absorption": 5,
+      "num_probe_true_positives": 222,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "3629b9067f2518700d317ca31a3d1cdfe077576e",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_2_step_146",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_topk_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_topk_width-2pow16_date-1109/sae_bench_gemma-2-2b_topk_width-2pow16_date-1109_blocks.12.hook_resid_post__trainer_0_eval_results.json

@@ -0,0 +1,210 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "e6711524-814c-4fec-baf3-c6441a4990d6",
+  "datetime_epoch_millis": 1732489745435,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.28907180984594066,
+      "mean_num_split_features": 2.8846153846153846
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.2963382408456021,
+      "num_absorption": 785,
+      "num_probe_true_positives": 2649,
+      "num_split_features": 8
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.32903225806451614,
+      "num_absorption": 510,
+      "num_probe_true_positives": 1550,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.4978370583994232,
+      "num_absorption": 1381,
+      "num_probe_true_positives": 2774,
+      "num_split_features": 6
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.29759036144578316,
+      "num_absorption": 494,
+      "num_probe_true_positives": 1660,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.28418549346016647,
+      "num_absorption": 478,
+      "num_probe_true_positives": 1682,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.46440129449838186,
+      "num_absorption": 574,
+      "num_probe_true_positives": 1236,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.19927206551410373,
+      "num_absorption": 219,
+      "num_probe_true_positives": 1099,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.20175438596491227,
+      "num_absorption": 207,
+      "num_probe_true_positives": 1026,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.43879361324659966,
+      "num_absorption": 742,
+      "num_probe_true_positives": 1691,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.07865168539325842,
+      "num_absorption": 35,
+      "num_probe_true_positives": 445,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.06307692307692307,
+      "num_absorption": 41,
+      "num_probe_true_positives": 650,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.3523102310231023,
+      "num_absorption": 427,
+      "num_probe_true_positives": 1212,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.5526751241036956,
+      "num_absorption": 1002,
+      "num_probe_true_positives": 1813,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.25552825552825553,
+      "num_absorption": 208,
+      "num_probe_true_positives": 814,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.33076181292189005,
+      "num_absorption": 343,
+      "num_probe_true_positives": 1037,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.44914884329986904,
+      "num_absorption": 1029,
+      "num_probe_true_positives": 2291,
+      "num_split_features": 8
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.1,
+      "num_absorption": 20,
+      "num_probe_true_positives": 200,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.4118705035971223,
+      "num_absorption": 687,
+      "num_probe_true_positives": 1668,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.6252245777937477,
+      "num_absorption": 1740,
+      "num_probe_true_positives": 2783,
+      "num_split_features": 5
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.3375870069605568,
+      "num_absorption": 582,
+      "num_probe_true_positives": 1724,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.3278236914600551,
+      "num_absorption": 238,
+      "num_probe_true_positives": 726,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.1376720901126408,
+      "num_absorption": 110,
+      "num_probe_true_positives": 799,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.30415430267062316,
+      "num_absorption": 205,
+      "num_probe_true_positives": 674,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.05,
+      "num_absorption": 4,
+      "num_probe_true_positives": 80,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.06741573033707865,
+      "num_absorption": 12,
+      "num_probe_true_positives": 178,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.06276150627615062,
+      "num_absorption": 15,
+      "num_probe_true_positives": 239,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "ecb9f46699a1576abcfe36d2b4730fb9dd0e24c5",
+  "sae_lens_id": "blocks.12.hook_resid_post__trainer_0",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_topk_width-2pow16_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_topk_width-2pow16_date-1109/sae_bench_gemma-2-2b_topk_width-2pow16_date-1109_blocks.12.hook_resid_post__trainer_1_eval_results.json

@@ -0,0 +1,210 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "e6711524-814c-4fec-baf3-c6441a4990d6",
+  "datetime_epoch_millis": 1732492367387,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.4203328659962129,
+      "mean_num_split_features": 2.730769230769231
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.6443941109852774,
+      "num_absorption": 1707,
+      "num_probe_true_positives": 2649,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.6090322580645161,
+      "num_absorption": 944,
+      "num_probe_true_positives": 1550,
+      "num_split_features": 5
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.829127613554434,
+      "num_absorption": 2300,
+      "num_probe_true_positives": 2774,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.46265060240963857,
+      "num_absorption": 768,
+      "num_probe_true_positives": 1660,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.6159334126040428,
+      "num_absorption": 1036,
+      "num_probe_true_positives": 1682,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.6666666666666666,
+      "num_absorption": 824,
+      "num_probe_true_positives": 1236,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.4585987261146497,
+      "num_absorption": 504,
+      "num_probe_true_positives": 1099,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.43859649122807015,
+      "num_absorption": 450,
+      "num_probe_true_positives": 1026,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.5239503252513306,
+      "num_absorption": 886,
+      "num_probe_true_positives": 1691,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.09438202247191012,
+      "num_absorption": 42,
+      "num_probe_true_positives": 445,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.010769230769230769,
+      "num_absorption": 7,
+      "num_probe_true_positives": 650,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.43316831683168316,
+      "num_absorption": 525,
+      "num_probe_true_positives": 1212,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.7175951461665747,
+      "num_absorption": 1301,
+      "num_probe_true_positives": 1813,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.33292383292383293,
+      "num_absorption": 271,
+      "num_probe_true_positives": 814,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.43490838958534234,
+      "num_absorption": 451,
+      "num_probe_true_positives": 1037,
+      "num_split_features": 7
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.6643387167175906,
+      "num_absorption": 1522,
+      "num_probe_true_positives": 2291,
+      "num_split_features": 7
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.07,
+      "num_absorption": 14,
+      "num_probe_true_positives": 200,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.5179856115107914,
+      "num_absorption": 864,
+      "num_probe_true_positives": 1668,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.6550485088034496,
+      "num_absorption": 1823,
+      "num_probe_true_positives": 2783,
+      "num_split_features": 6
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.48897911832946633,
+      "num_absorption": 843,
+      "num_probe_true_positives": 1724,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.3691460055096419,
+      "num_absorption": 268,
+      "num_probe_true_positives": 726,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.20775969962453067,
+      "num_absorption": 166,
+      "num_probe_true_positives": 799,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.5385756676557863,
+      "num_absorption": 363,
+      "num_probe_true_positives": 674,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.0375,
+      "num_absorption": 3,
+      "num_probe_true_positives": 80,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.0898876404494382,
+      "num_absorption": 16,
+      "num_probe_true_positives": 178,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.016736401673640166,
+      "num_absorption": 4,
+      "num_probe_true_positives": 239,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "ecb9f46699a1576abcfe36d2b4730fb9dd0e24c5",
+  "sae_lens_id": "blocks.12.hook_resid_post__trainer_1",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_topk_width-2pow16_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_topk_width-2pow16_date-1109/sae_bench_gemma-2-2b_topk_width-2pow16_date-1109_blocks.12.hook_resid_post__trainer_2_eval_results.json

@@ -0,0 +1,210 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "f6c07d65-dc65-42f3-aeaf-a9b95b598769",
+  "datetime_epoch_millis": 1732503598321,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.22045179795249858,
+      "mean_num_split_features": 1.6153846153846154
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.20347300868252172,
+      "num_absorption": 539,
+      "num_probe_true_positives": 2649,
+      "num_split_features": 5
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.13483870967741934,
+      "num_absorption": 209,
+      "num_probe_true_positives": 1550,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.5753424657534246,
+      "num_absorption": 1596,
+      "num_probe_true_positives": 2774,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.29096385542168673,
+      "num_absorption": 483,
+      "num_probe_true_positives": 1660,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.27051129607609986,
+      "num_absorption": 455,
+      "num_probe_true_positives": 1682,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.2936893203883495,
+      "num_absorption": 363,
+      "num_probe_true_positives": 1236,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.15195632393084624,
+      "num_absorption": 167,
+      "num_probe_true_positives": 1099,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.09844054580896686,
+      "num_absorption": 101,
+      "num_probe_true_positives": 1026,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.47250147841513895,
+      "num_absorption": 799,
+      "num_probe_true_positives": 1691,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.006741573033707865,
+      "num_absorption": 3,
+      "num_probe_true_positives": 445,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.006153846153846154,
+      "num_absorption": 4,
+      "num_probe_true_positives": 650,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.24504950495049505,
+      "num_absorption": 297,
+      "num_probe_true_positives": 1212,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.6105901820187535,
+      "num_absorption": 1107,
+      "num_probe_true_positives": 1813,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.18181818181818182,
+      "num_absorption": 148,
+      "num_probe_true_positives": 814,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.20057859209257473,
+      "num_absorption": 208,
+      "num_probe_true_positives": 1037,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.47228284591881275,
+      "num_absorption": 1082,
+      "num_probe_true_positives": 2291,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.02,
+      "num_absorption": 4,
+      "num_probe_true_positives": 200,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.2919664268585132,
+      "num_absorption": 487,
+      "num_probe_true_positives": 1668,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.5662953647143371,
+      "num_absorption": 1576,
+      "num_probe_true_positives": 2783,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.18503480278422274,
+      "num_absorption": 319,
+      "num_probe_true_positives": 1724,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.11432506887052342,
+      "num_absorption": 83,
+      "num_probe_true_positives": 726,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.03754693366708386,
+      "num_absorption": 30,
+      "num_probe_true_positives": 799,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.21364985163204747,
+      "num_absorption": 144,
+      "num_probe_true_positives": 674,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.025,
+      "num_absorption": 2,
+      "num_probe_true_positives": 80,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.033707865168539325,
+      "num_absorption": 6,
+      "num_probe_true_positives": 178,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.029288702928870293,
+      "num_absorption": 7,
+      "num_probe_true_positives": 239,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "3629b9067f2518700d317ca31a3d1cdfe077576e",
+  "sae_lens_id": "blocks.12.hook_resid_post__trainer_2",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_topk_width-2pow16_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_2_step_14648_eval_results.json

@@ -0,0 +1,182 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "c7fbdb99-4f5a-40f2-b3da-32b0cd5d29c4",
+  "datetime_epoch_millis": 1732494186901,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.08204565528618235,
+      "mean_num_split_features": 1.3181818181818181
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.0510323334631866,
+      "num_absorption": 131,
+      "num_probe_true_positives": 2567,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.024065864471184292,
+      "num_absorption": 38,
+      "num_probe_true_positives": 1579,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.21501831501831503,
+      "num_absorption": 587,
+      "num_probe_true_positives": 2730,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.09495548961424333,
+      "num_absorption": 160,
+      "num_probe_true_positives": 1685,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.0695322376738306,
+      "num_absorption": 110,
+      "num_probe_true_positives": 1582,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.030056864337936636,
+      "num_absorption": 37,
+      "num_probe_true_positives": 1231,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.023148148148148147,
+      "num_absorption": 25,
+      "num_probe_true_positives": 1080,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.016824395373291272,
+      "num_absorption": 16,
+      "num_probe_true_positives": 951,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.02706027060270603,
+      "num_absorption": 44,
+      "num_probe_true_positives": 1626,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.0057306590257879654,
+      "num_absorption": 4,
+      "num_probe_true_positives": 698,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.08450704225352113,
+      "num_absorption": 102,
+      "num_probe_true_positives": 1207,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.16704545454545455,
+      "num_absorption": 294,
+      "num_probe_true_positives": 1760,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.0163727959697733,
+      "num_absorption": 13,
+      "num_probe_true_positives": 794,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.045871559633027525,
+      "num_absorption": 45,
+      "num_probe_true_positives": 981,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.246160409556314,
+      "num_absorption": 577,
+      "num_probe_true_positives": 2344,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.21827099938687922,
+      "num_absorption": 356,
+      "num_probe_true_positives": 1631,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.3688348820586133,
+      "num_absorption": 1032,
+      "num_probe_true_positives": 2798,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.06432038834951456,
+      "num_absorption": 106,
+      "num_probe_true_positives": 1648,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.012362637362637362,
+      "num_absorption": 9,
+      "num_probe_true_positives": 728,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.009987515605493134,
+      "num_absorption": 8,
+      "num_probe_true_positives": 801,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.013846153846153847,
+      "num_absorption": 9,
+      "num_probe_true_positives": 650,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 240,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_2_step_14648",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_2_step_1464_eval_results.json

@@ -0,0 +1,203 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "c7fbdb99-4f5a-40f2-b3da-32b0cd5d29c4",
+  "datetime_epoch_millis": 1732491808685,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.006471700356174903,
+      "mean_num_split_features": 1.36
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.00506427736657577,
+      "num_absorption": 13,
+      "num_probe_true_positives": 2567,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.001266624445851805,
+      "num_absorption": 2,
+      "num_probe_true_positives": 1579,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.019413919413919414,
+      "num_absorption": 53,
+      "num_probe_true_positives": 2730,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.008902077151335312,
+      "num_absorption": 15,
+      "num_probe_true_positives": 1685,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.0050568900126422255,
+      "num_absorption": 8,
+      "num_probe_true_positives": 1582,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.017059301380991064,
+      "num_absorption": 21,
+      "num_probe_true_positives": 1231,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1080,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.013669821240799159,
+      "num_absorption": 13,
+      "num_probe_true_positives": 951,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.005535055350553505,
+      "num_absorption": 9,
+      "num_probe_true_positives": 1626,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 431,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.004297994269340974,
+      "num_absorption": 3,
+      "num_probe_true_positives": 698,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.0008285004142502071,
+      "num_absorption": 1,
+      "num_probe_true_positives": 1207,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.0011363636363636363,
+      "num_absorption": 2,
+      "num_probe_true_positives": 1760,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.0025188916876574307,
+      "num_absorption": 2,
+      "num_probe_true_positives": 794,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 981,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 2344,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.008583690987124463,
+      "num_absorption": 14,
+      "num_probe_true_positives": 1631,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.0035739814152966403,
+      "num_absorption": 10,
+      "num_probe_true_positives": 2798,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.0006067961165048543,
+      "num_absorption": 1,
+      "num_probe_true_positives": 1648,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.023351648351648352,
+      "num_absorption": 17,
+      "num_probe_true_positives": 728,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 801,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.02923076923076923,
+      "num_absorption": 19,
+      "num_probe_true_positives": 650,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 99,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.011695906432748537,
+      "num_absorption": 2,
+      "num_probe_true_positives": 171,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 240,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_2_step_1464",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_2_step_146_eval_results.json

@@ -0,0 +1,210 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "c7fbdb99-4f5a-40f2-b3da-32b0cd5d29c4",
+  "datetime_epoch_millis": 1732489243517,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.005277794134075257,
+      "mean_num_split_features": 1.1153846153846154
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.011297234125438255,
+      "num_absorption": 29,
+      "num_probe_true_positives": 2567,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.004433185560481318,
+      "num_absorption": 7,
+      "num_probe_true_positives": 1579,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.007326007326007326,
+      "num_absorption": 20,
+      "num_probe_true_positives": 2730,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.006528189910979229,
+      "num_absorption": 11,
+      "num_probe_true_positives": 1685,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.008849557522123894,
+      "num_absorption": 14,
+      "num_probe_true_positives": 1582,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1231,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1080,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.010515247108307046,
+      "num_absorption": 10,
+      "num_probe_true_positives": 951,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.006765067650676507,
+      "num_absorption": 11,
+      "num_probe_true_positives": 1626,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.002320185614849188,
+      "num_absorption": 1,
+      "num_probe_true_positives": 431,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.0071633237822349575,
+      "num_absorption": 5,
+      "num_probe_true_positives": 698,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.0008285004142502071,
+      "num_absorption": 1,
+      "num_probe_true_positives": 1207,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.007386363636363636,
+      "num_absorption": 13,
+      "num_probe_true_positives": 1760,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.003778337531486146,
+      "num_absorption": 3,
+      "num_probe_true_positives": 794,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.009174311926605505,
+      "num_absorption": 9,
+      "num_probe_true_positives": 981,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.0017064846416382253,
+      "num_absorption": 4,
+      "num_probe_true_positives": 2344,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 193,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.014101778050275904,
+      "num_absorption": 23,
+      "num_probe_true_positives": 1631,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.006433166547533953,
+      "num_absorption": 18,
+      "num_probe_true_positives": 2798,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.007281553398058253,
+      "num_absorption": 12,
+      "num_probe_true_positives": 1648,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.004120879120879121,
+      "num_absorption": 3,
+      "num_probe_true_positives": 728,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.0024968789013732834,
+      "num_absorption": 2,
+      "num_probe_true_positives": 801,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.004615384615384616,
+      "num_absorption": 3,
+      "num_probe_true_positives": 650,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.010101010101010102,
+      "num_absorption": 1,
+      "num_probe_true_positives": 99,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 171,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 240,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_2_step_146",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_2_step_46322_eval_results.json

@@ -0,0 +1,189 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "c7fbdb99-4f5a-40f2-b3da-32b0cd5d29c4",
+  "datetime_epoch_millis": 1732501504450,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.072823199332706,
+      "mean_num_split_features": 1.391304347826087
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.07401636151149202,
+      "num_absorption": 190,
+      "num_probe_true_positives": 2567,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.045598480050664976,
+      "num_absorption": 72,
+      "num_probe_true_positives": 1579,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.20915750915750916,
+      "num_absorption": 571,
+      "num_probe_true_positives": 2730,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.12225519287833828,
+      "num_absorption": 206,
+      "num_probe_true_positives": 1685,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.0865992414664981,
+      "num_absorption": 137,
+      "num_probe_true_positives": 1582,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.025182778229082048,
+      "num_absorption": 31,
+      "num_probe_true_positives": 1231,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.05,
+      "num_absorption": 54,
+      "num_probe_true_positives": 1080,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.019978969505783387,
+      "num_absorption": 19,
+      "num_probe_true_positives": 951,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.03075030750307503,
+      "num_absorption": 50,
+      "num_probe_true_positives": 1626,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.004297994269340974,
+      "num_absorption": 3,
+      "num_probe_true_positives": 698,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.05965202982601491,
+      "num_absorption": 72,
+      "num_probe_true_positives": 1207,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.13920454545454544,
+      "num_absorption": 245,
+      "num_probe_true_positives": 1760,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.020151133501259445,
+      "num_absorption": 16,
+      "num_probe_true_positives": 794,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.04485219164118247,
+      "num_absorption": 44,
+      "num_probe_true_positives": 981,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.22482935153583616,
+      "num_absorption": 527,
+      "num_probe_true_positives": 2344,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.12752912323727775,
+      "num_absorption": 208,
+      "num_probe_true_positives": 1631,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.26697641172265907,
+      "num_absorption": 747,
+      "num_probe_true_positives": 2798,
+      "num_split_features": 5
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.07220873786407767,
+      "num_absorption": 119,
+      "num_probe_true_positives": 1648,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.009615384615384616,
+      "num_absorption": 7,
+      "num_probe_true_positives": 728,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.019975031210986267,
+      "num_absorption": 16,
+      "num_probe_true_positives": 801,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.006153846153846154,
+      "num_absorption": 4,
+      "num_probe_true_positives": 650,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.010101010101010102,
+      "num_absorption": 1,
+      "num_probe_true_positives": 99,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.005847953216374269,
+      "num_absorption": 1,
+      "num_probe_true_positives": 171,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_2_step_46322",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_2_step_4632_eval_results.json

@@ -0,0 +1,189 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "c7fbdb99-4f5a-40f2-b3da-32b0cd5d29c4",
+  "datetime_epoch_millis": 1732499183797,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.027845696854824614,
+      "mean_num_split_features": 1.2173913043478262
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.01012855473315154,
+      "num_absorption": 26,
+      "num_probe_true_positives": 2567,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.01266624445851805,
+      "num_absorption": 20,
+      "num_probe_true_positives": 1579,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.2413919413919414,
+      "num_absorption": 659,
+      "num_probe_true_positives": 2730,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.0005934718100890207,
+      "num_absorption": 1,
+      "num_probe_true_positives": 1685,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.019595448798988623,
+      "num_absorption": 31,
+      "num_probe_true_positives": 1582,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.002437043054427295,
+      "num_absorption": 3,
+      "num_probe_true_positives": 1231,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.000925925925925926,
+      "num_absorption": 1,
+      "num_probe_true_positives": 1080,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.002103049421661409,
+      "num_absorption": 2,
+      "num_probe_true_positives": 951,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1626,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 431,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.0024855012427506215,
+      "num_absorption": 3,
+      "num_probe_true_positives": 1207,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.007954545454545454,
+      "num_absorption": 14,
+      "num_probe_true_positives": 1760,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 794,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.0010193679918450561,
+      "num_absorption": 1,
+      "num_probe_true_positives": 981,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.10878839590443685,
+      "num_absorption": 255,
+      "num_probe_true_positives": 2344,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1631,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.16547533952823446,
+      "num_absorption": 463,
+      "num_probe_true_positives": 2798,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.0036407766990291263,
+      "num_absorption": 6,
+      "num_probe_true_positives": 1648,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.0013736263736263737,
+      "num_absorption": 1,
+      "num_probe_true_positives": 728,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 801,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.0015384615384615385,
+      "num_absorption": 1,
+      "num_probe_true_positives": 650,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 99,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.058333333333333334,
+      "num_absorption": 14,
+      "num_probe_true_positives": 240,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_2_step_4632",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_2_step_463_eval_results.json

@@ -0,0 +1,210 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "c7fbdb99-4f5a-40f2-b3da-32b0cd5d29c4",
+  "datetime_epoch_millis": 1732496824854,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.03134642204857985,
+      "mean_num_split_features": 1.1923076923076923
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.19555901830931047,
+      "num_absorption": 502,
+      "num_probe_true_positives": 2567,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1579,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.04945054945054945,
+      "num_absorption": 135,
+      "num_probe_true_positives": 2730,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.057566765578635014,
+      "num_absorption": 97,
+      "num_probe_true_positives": 1685,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.0006321112515802782,
+      "num_absorption": 1,
+      "num_probe_true_positives": 1582,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.01380991064175467,
+      "num_absorption": 17,
+      "num_probe_true_positives": 1231,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.002777777777777778,
+      "num_absorption": 3,
+      "num_probe_true_positives": 1080,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.006309148264984227,
+      "num_absorption": 6,
+      "num_probe_true_positives": 951,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1626,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.004640371229698376,
+      "num_absorption": 2,
+      "num_probe_true_positives": 431,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.014326647564469915,
+      "num_absorption": 10,
+      "num_probe_true_positives": 698,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.03811101905550953,
+      "num_absorption": 46,
+      "num_probe_true_positives": 1207,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.0005681818181818182,
+      "num_absorption": 1,
+      "num_probe_true_positives": 1760,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 794,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.0744138634046891,
+      "num_absorption": 73,
+      "num_probe_true_positives": 981,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.0021331058020477816,
+      "num_absorption": 5,
+      "num_probe_true_positives": 2344,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.02072538860103627,
+      "num_absorption": 4,
+      "num_probe_true_positives": 193,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.11281422440220723,
+      "num_absorption": 184,
+      "num_probe_true_positives": 1631,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.046104360257326664,
+      "num_absorption": 129,
+      "num_probe_true_positives": 2798,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.0048543689320388345,
+      "num_absorption": 8,
+      "num_probe_true_positives": 1648,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.061813186813186816,
+      "num_absorption": 45,
+      "num_probe_true_positives": 728,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.02372034956304619,
+      "num_absorption": 19,
+      "num_probe_true_positives": 801,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.027692307692307693,
+      "num_absorption": 18,
+      "num_probe_true_positives": 650,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.030303030303030304,
+      "num_absorption": 3,
+      "num_probe_true_positives": 99,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.005847953216374269,
+      "num_absorption": 1,
+      "num_probe_true_positives": 171,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.020833333333333332,
+      "num_absorption": 5,
+      "num_probe_true_positives": 240,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_2_step_463",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_3_eval_results.json

@@ -0,0 +1,196 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "c7fbdb99-4f5a-40f2-b3da-32b0cd5d29c4",
+  "datetime_epoch_millis": 1732503871983,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.12256766068446763,
+      "mean_num_split_features": 1.2083333333333333
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.10167510712894429,
+      "num_absorption": 261,
+      "num_probe_true_positives": 2567,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.024699176694110196,
+      "num_absorption": 39,
+      "num_probe_true_positives": 1579,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.4783882783882784,
+      "num_absorption": 1306,
+      "num_probe_true_positives": 2730,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.008902077151335312,
+      "num_absorption": 15,
+      "num_probe_true_positives": 1685,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.029077117572692796,
+      "num_absorption": 46,
+      "num_probe_true_positives": 1582,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.008123476848090982,
+      "num_absorption": 10,
+      "num_probe_true_positives": 1231,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.017592592592592594,
+      "num_absorption": 19,
+      "num_probe_true_positives": 1080,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.005257623554153523,
+      "num_absorption": 5,
+      "num_probe_true_positives": 951,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.03567035670356704,
+      "num_absorption": 58,
+      "num_probe_true_positives": 1626,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 431,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.004297994269340974,
+      "num_absorption": 3,
+      "num_probe_true_positives": 698,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.0687655343827672,
+      "num_absorption": 83,
+      "num_probe_true_positives": 1207,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.21136363636363636,
+      "num_absorption": 372,
+      "num_probe_true_positives": 1760,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.03400503778337532,
+      "num_absorption": 27,
+      "num_probe_true_positives": 794,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.014271151885830785,
+      "num_absorption": 14,
+      "num_probe_true_positives": 981,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.2226962457337884,
+      "num_absorption": 522,
+      "num_probe_true_positives": 2344,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.1649294911097486,
+      "num_absorption": 269,
+      "num_probe_true_positives": 1631,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.3531093638313081,
+      "num_absorption": 988,
+      "num_probe_true_positives": 2798,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.09405339805825243,
+      "num_absorption": 155,
+      "num_probe_true_positives": 1648,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.03159340659340659,
+      "num_absorption": 23,
+      "num_probe_true_positives": 728,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.016229712858926344,
+      "num_absorption": 13,
+      "num_probe_true_positives": 801,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.016923076923076923,
+      "num_absorption": 11,
+      "num_probe_true_positives": 650,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 1.0,
+      "num_absorption": 99,
+      "num_probe_true_positives": 99,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 171,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_3",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_3_step_0_eval_results.json

@@ -0,0 +1,210 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "c7fbdb99-4f5a-40f2-b3da-32b0cd5d29c4",
+  "datetime_epoch_millis": 1732506319340,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.012821616596200448,
+      "mean_num_split_features": 1.0769230769230769
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.014024152707440592,
+      "num_absorption": 36,
+      "num_probe_true_positives": 2567,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.006333122229259025,
+      "num_absorption": 10,
+      "num_probe_true_positives": 1579,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.011355311355311355,
+      "num_absorption": 31,
+      "num_probe_true_positives": 2730,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.00830860534124629,
+      "num_absorption": 14,
+      "num_probe_true_positives": 1685,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.02781289506953224,
+      "num_absorption": 44,
+      "num_probe_true_positives": 1582,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.015434606011372868,
+      "num_absorption": 19,
+      "num_probe_true_positives": 1231,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.008333333333333333,
+      "num_absorption": 9,
+      "num_probe_true_positives": 1080,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.01892744479495268,
+      "num_absorption": 18,
+      "num_probe_true_positives": 951,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.01107011070110701,
+      "num_absorption": 18,
+      "num_probe_true_positives": 1626,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 431,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.014326647564469915,
+      "num_absorption": 10,
+      "num_probe_true_positives": 698,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.018227009113504555,
+      "num_absorption": 22,
+      "num_probe_true_positives": 1207,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.00909090909090909,
+      "num_absorption": 16,
+      "num_probe_true_positives": 1760,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.010075566750629723,
+      "num_absorption": 8,
+      "num_probe_true_positives": 794,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.02854230377166157,
+      "num_absorption": 28,
+      "num_probe_true_positives": 981,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.01834470989761092,
+      "num_absorption": 43,
+      "num_probe_true_positives": 2344,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.010362694300518135,
+      "num_absorption": 2,
+      "num_probe_true_positives": 193,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.014714898835070508,
+      "num_absorption": 24,
+      "num_probe_true_positives": 1631,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.022516082916368835,
+      "num_absorption": 63,
+      "num_probe_true_positives": 2798,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.003033980582524272,
+      "num_absorption": 5,
+      "num_probe_true_positives": 1648,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.03021978021978022,
+      "num_absorption": 22,
+      "num_probe_true_positives": 728,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.003745318352059925,
+      "num_absorption": 3,
+      "num_probe_true_positives": 801,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.018461538461538463,
+      "num_absorption": 12,
+      "num_probe_true_positives": 650,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.010101010101010102,
+      "num_absorption": 1,
+      "num_probe_true_positives": 99,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 171,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 240,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_3_step_0",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_3_step_14648_eval_results.json

@@ -0,0 +1,196 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "c7fbdb99-4f5a-40f2-b3da-32b0cd5d29c4",
+  "datetime_epoch_millis": 1732513560092,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.06140097269234756,
+      "mean_num_split_features": 1.125
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.1090767432800935,
+      "num_absorption": 280,
+      "num_probe_true_positives": 2567,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.0031665611146295125,
+      "num_absorption": 5,
+      "num_probe_true_positives": 1579,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.43663003663003663,
+      "num_absorption": 1192,
+      "num_probe_true_positives": 2730,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.006528189910979229,
+      "num_absorption": 11,
+      "num_probe_true_positives": 1685,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.03034134007585335,
+      "num_absorption": 48,
+      "num_probe_true_positives": 1582,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.008935824532900082,
+      "num_absorption": 11,
+      "num_probe_true_positives": 1231,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.011111111111111112,
+      "num_absorption": 12,
+      "num_probe_true_positives": 1080,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.004206098843322818,
+      "num_absorption": 4,
+      "num_probe_true_positives": 951,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.013530135301353014,
+      "num_absorption": 22,
+      "num_probe_true_positives": 1626,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.0014326647564469914,
+      "num_absorption": 1,
+      "num_probe_true_positives": 698,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.04059652029826015,
+      "num_absorption": 49,
+      "num_probe_true_positives": 1207,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.12727272727272726,
+      "num_absorption": 224,
+      "num_probe_true_positives": 1760,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.007556675062972292,
+      "num_absorption": 6,
+      "num_probe_true_positives": 794,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.009174311926605505,
+      "num_absorption": 9,
+      "num_probe_true_positives": 981,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.20947098976109216,
+      "num_absorption": 491,
+      "num_probe_true_positives": 2344,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.16738197424892703,
+      "num_absorption": 273,
+      "num_probe_true_positives": 1631,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.18227305218012865,
+      "num_absorption": 510,
+      "num_probe_true_positives": 2798,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.02912621359223301,
+      "num_absorption": 48,
+      "num_probe_true_positives": 1648,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.016483516483516484,
+      "num_absorption": 12,
+      "num_probe_true_positives": 728,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.0024968789013732834,
+      "num_absorption": 2,
+      "num_probe_true_positives": 801,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.009230769230769232,
+      "num_absorption": 6,
+      "num_probe_true_positives": 650,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.010101010101010102,
+      "num_absorption": 1,
+      "num_probe_true_positives": 99,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 171,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.0375,
+      "num_absorption": 9,
+      "num_probe_true_positives": 240,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_3_step_14648",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_3_step_1464_eval_results.json

@@ -0,0 +1,210 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "c7fbdb99-4f5a-40f2-b3da-32b0cd5d29c4",
+  "datetime_epoch_millis": 1732511552495,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.0042495523832916686,
+      "mean_num_split_features": 1.4230769230769231
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 2567,
+      "num_split_features": 4
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.0006333122229259025,
+      "num_absorption": 1,
+      "num_probe_true_positives": 1579,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.00695970695970696,
+      "num_absorption": 19,
+      "num_probe_true_positives": 2730,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.002967359050445104,
+      "num_absorption": 5,
+      "num_probe_true_positives": 1685,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1582,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.008935824532900082,
+      "num_absorption": 11,
+      "num_probe_true_positives": 1231,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1080,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.010515247108307046,
+      "num_absorption": 10,
+      "num_probe_true_positives": 951,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.011685116851168511,
+      "num_absorption": 19,
+      "num_probe_true_positives": 1626,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 431,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 698,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.006628003314001657,
+      "num_absorption": 8,
+      "num_probe_true_positives": 1207,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.008522727272727272,
+      "num_absorption": 15,
+      "num_probe_true_positives": 1760,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 794,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 981,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.0004266211604095563,
+      "num_absorption": 1,
+      "num_probe_true_positives": 2344,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.015544041450777202,
+      "num_absorption": 3,
+      "num_probe_true_positives": 193,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1631,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.001072194424588992,
+      "num_absorption": 3,
+      "num_probe_true_positives": 2798,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.0012135922330097086,
+      "num_absorption": 2,
+      "num_probe_true_positives": 1648,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 728,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 801,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.03538461538461538,
+      "num_absorption": 23,
+      "num_probe_true_positives": 650,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 99,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 171,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 240,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_3_step_1464",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_3_step_146_eval_results.json

@@ -0,0 +1,210 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "c7fbdb99-4f5a-40f2-b3da-32b0cd5d29c4",
+  "datetime_epoch_millis": 1732508740812,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.006438572397796801,
+      "mean_num_split_features": 1.0384615384615385
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.011297234125438255,
+      "num_absorption": 29,
+      "num_probe_true_positives": 2567,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.0018999366687777073,
+      "num_absorption": 3,
+      "num_probe_true_positives": 1579,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.00989010989010989,
+      "num_absorption": 27,
+      "num_probe_true_positives": 2730,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.010682492581602374,
+      "num_absorption": 18,
+      "num_probe_true_positives": 1685,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.012010113780025285,
+      "num_absorption": 19,
+      "num_probe_true_positives": 1582,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.003249390739236393,
+      "num_absorption": 4,
+      "num_probe_true_positives": 1231,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.002777777777777778,
+      "num_absorption": 3,
+      "num_probe_true_positives": 1080,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.00946372239747634,
+      "num_absorption": 9,
+      "num_probe_true_positives": 951,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.005535055350553505,
+      "num_absorption": 9,
+      "num_probe_true_positives": 1626,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.004640371229698376,
+      "num_absorption": 2,
+      "num_probe_true_positives": 431,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.0071633237822349575,
+      "num_absorption": 5,
+      "num_probe_true_positives": 698,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1207,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.005681818181818182,
+      "num_absorption": 10,
+      "num_probe_true_positives": 1760,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.0012594458438287153,
+      "num_absorption": 1,
+      "num_probe_true_positives": 794,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.00815494393476045,
+      "num_absorption": 8,
+      "num_probe_true_positives": 981,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.009812286689419795,
+      "num_absorption": 23,
+      "num_probe_true_positives": 2344,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.0051813471502590676,
+      "num_absorption": 1,
+      "num_probe_true_positives": 193,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.012262415695892091,
+      "num_absorption": 20,
+      "num_probe_true_positives": 1631,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.013938527519656898,
+      "num_absorption": 39,
+      "num_probe_true_positives": 2798,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.006067961165048544,
+      "num_absorption": 10,
+      "num_probe_true_positives": 1648,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.01098901098901099,
+      "num_absorption": 8,
+      "num_probe_true_positives": 728,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.0024968789013732834,
+      "num_absorption": 2,
+      "num_probe_true_positives": 801,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.004615384615384616,
+      "num_absorption": 3,
+      "num_probe_true_positives": 650,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 99,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 171,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.008333333333333333,
+      "num_absorption": 2,
+      "num_probe_true_positives": 240,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_3_step_146",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_3_step_4632_eval_results.json

@@ -0,0 +1,196 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "c7fbdb99-4f5a-40f2-b3da-32b0cd5d29c4",
+  "datetime_epoch_millis": 1732518244401,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.02905991310047685,
+      "mean_num_split_features": 1.2083333333333333
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.07401636151149202,
+      "num_absorption": 190,
+      "num_probe_true_positives": 2567,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1579,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.0003663003663003663,
+      "num_absorption": 1,
+      "num_probe_true_positives": 2730,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.009495548961424332,
+      "num_absorption": 16,
+      "num_probe_true_positives": 1685,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.1302149178255373,
+      "num_absorption": 206,
+      "num_probe_true_positives": 1582,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.006498781478472786,
+      "num_absorption": 8,
+      "num_probe_true_positives": 1231,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1080,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.0010515247108307045,
+      "num_absorption": 1,
+      "num_probe_true_positives": 951,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.0024600246002460025,
+      "num_absorption": 4,
+      "num_probe_true_positives": 1626,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.004297994269340974,
+      "num_absorption": 3,
+      "num_probe_true_positives": 698,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1207,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1760,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.005037783375314861,
+      "num_absorption": 4,
+      "num_probe_true_positives": 794,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.04892966360856269,
+      "num_absorption": 48,
+      "num_probe_true_positives": 981,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.0008532423208191126,
+      "num_absorption": 2,
+      "num_probe_true_positives": 2344,
+      "num_split_features": 3
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.03126916002452483,
+      "num_absorption": 51,
+      "num_probe_true_positives": 1631,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.18048606147248034,
+      "num_absorption": 505,
+      "num_probe_true_positives": 2798,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.013956310679611651,
+      "num_absorption": 23,
+      "num_probe_true_positives": 1648,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.02197802197802198,
+      "num_absorption": 16,
+      "num_probe_true_positives": 728,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.0012484394506866417,
+      "num_absorption": 1,
+      "num_probe_true_positives": 801,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 650,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 99,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.1111111111111111,
+      "num_absorption": 19,
+      "num_probe_true_positives": 171,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.05416666666666667,
+      "num_absorption": 13,
+      "num_probe_true_positives": 240,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_3_step_4632",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/absorption/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109/sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109_blocks.19.hook_resid_post__trainer_3_step_463_eval_results.json

@@ -0,0 +1,210 @@
+{
+  "eval_type_id": "absorption_first_letter",
+  "eval_config": {
+    "random_seed": 42,
+    "f1_jump_threshold": 0.03,
+    "max_k_value": 10,
+    "prompt_template": "{word} has the first letter:",
+    "prompt_token_pos": -6,
+    "model_name": "gemma-2-2b",
+    "llm_batch_size": 32,
+    "llm_dtype": "bfloat16"
+  },
+  "eval_id": "c7fbdb99-4f5a-40f2-b3da-32b0cd5d29c4",
+  "datetime_epoch_millis": 1732515837926,
+  "eval_result_metrics": {
+    "mean": {
+      "mean_absorption_score": 0.044091623109728174,
+      "mean_num_split_features": 1.1538461538461537
+    }
+  },
+  "eval_result_details": [
+    {
+      "first_letter": "a",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 2567,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "b",
+      "absorption_rate": 0.05319822672577581,
+      "num_absorption": 84,
+      "num_probe_true_positives": 1579,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "c",
+      "absorption_rate": 0.1457875457875458,
+      "num_absorption": 398,
+      "num_probe_true_positives": 2730,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "d",
+      "absorption_rate": 0.07299703264094956,
+      "num_absorption": 123,
+      "num_probe_true_positives": 1685,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "e",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1582,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "f",
+      "absorption_rate": 0.002437043054427295,
+      "num_absorption": 3,
+      "num_probe_true_positives": 1231,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "g",
+      "absorption_rate": 0.000925925925925926,
+      "num_absorption": 1,
+      "num_probe_true_positives": 1080,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "h",
+      "absorption_rate": 0.002103049421661409,
+      "num_absorption": 2,
+      "num_probe_true_positives": 951,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "i",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 1626,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "j",
+      "absorption_rate": 0.0765661252900232,
+      "num_absorption": 33,
+      "num_probe_true_positives": 431,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "k",
+      "absorption_rate": 0.008595988538681949,
+      "num_absorption": 6,
+      "num_probe_true_positives": 698,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "l",
+      "absorption_rate": 0.014913007456503728,
+      "num_absorption": 18,
+      "num_probe_true_positives": 1207,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "m",
+      "absorption_rate": 0.0011363636363636363,
+      "num_absorption": 2,
+      "num_probe_true_positives": 1760,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "n",
+      "absorption_rate": 0.0327455919395466,
+      "num_absorption": 26,
+      "num_probe_true_positives": 794,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "o",
+      "absorption_rate": 0.06218144750254842,
+      "num_absorption": 61,
+      "num_probe_true_positives": 981,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "p",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 2344,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "q",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 193,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "r",
+      "absorption_rate": 0.21520539546290618,
+      "num_absorption": 351,
+      "num_probe_true_positives": 1631,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "s",
+      "absorption_rate": 0.09864188706218728,
+      "num_absorption": 276,
+      "num_probe_true_positives": 2798,
+      "num_split_features": 2
+    },
+    {
+      "first_letter": "t",
+      "absorption_rate": 0.10740291262135922,
+      "num_absorption": 177,
+      "num_probe_true_positives": 1648,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "u",
+      "absorption_rate": 0.0,
+      "num_absorption": 0,
+      "num_probe_true_positives": 728,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "v",
+      "absorption_rate": 0.03495630461922597,
+      "num_absorption": 28,
+      "num_probe_true_positives": 801,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "w",
+      "absorption_rate": 0.043076923076923075,
+      "num_absorption": 28,
+      "num_probe_true_positives": 650,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "x",
+      "absorption_rate": 0.09090909090909091,
+      "num_absorption": 9,
+      "num_probe_true_positives": 99,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "y",
+      "absorption_rate": 0.04093567251461988,
+      "num_absorption": 7,
+      "num_probe_true_positives": 171,
+      "num_split_features": 1
+    },
+    {
+      "first_letter": "z",
+      "absorption_rate": 0.041666666666666664,
+      "num_absorption": 10,
+      "num_probe_true_positives": 240,
+      "num_split_features": 1
+    }
+  ],
+  "sae_bench_commit_hash": "5039e5e809a8aef3c74ede3cbc2d9ab01672edee",
+  "sae_lens_id": "blocks.19.hook_resid_post__trainer_3_step_463",
+  "sae_lens_release_id": "sae_bench_gemma-2-2b_vanilla_width-2pow14_date-1109",
+  "sae_lens_version": "4.4.1",
+  "eval_result_unstructured": null
+}

results/core/gemma-scope-2b-pt-res-canonical/gemma-scope-2b-pt-res-canonical_layer_19_width_65k_canonical_128_Skylion007_openwebtext.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:100d17cf18143ece26f6c336e2a21572dc2f161784267e31cfecc9d35c8c49c5
+size 15537415

results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_12_width_65k_average_l0_141_128_Skylion007_openwebtext.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:217d373db0f3e23212072661c15c3112e7b3ca2f10a526dc106b71cd3e6a204c
+size 15594470

results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_12_width_65k_average_l0_21_128_Skylion007_openwebtext.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73f4ebb1b48c2a3b0fb3813eca18bee6e3a57c09c50853630b69347d238cd459
+size 15371857

results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_12_width_65k_average_l0_297_128_Skylion007_openwebtext.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea487495d00cfa558851ee18876f94cbad289b66485b4e4764c259f0886cdee4
+size 15629416

results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_12_width_65k_average_l0_38_128_Skylion007_openwebtext.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65d511e81b87e8620833e11768eda1b9e22986e9e32b9caa963b54c17331e651
+size 15439178

results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_12_width_65k_average_l0_72_128_Skylion007_openwebtext.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de1c0a332d65372f161c5935edd444abdd8483361e27066f5f512cf649083528
+size 15526797

results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_19_width_65k_average_l0_115_128_Skylion007_openwebtext.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fabb72533636cc9b303dda65d8531f30d2cf174876bec0d79e39eb4cade9fda
+size 15537410

results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_19_width_65k_average_l0_216_128_Skylion007_openwebtext.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a67ebbd88a6235a42b73543129a08c7ce2c572537262135d9ccb76790e63f95
+size 15595040

results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_19_width_65k_average_l0_21_128_Skylion007_openwebtext.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae0616708777ec97473231e950d121011a890ec54ddb970f053cd959b281d017
+size 15318201

results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_19_width_65k_average_l0_35_128_Skylion007_openwebtext.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1ef93f5365424580e6b549a4ff404743148a88e6c30bddaee101bc4da35b4fe
+size 15385086

results/core/gemma-scope-2b-pt-res/gemma-scope-2b-pt-res_layer_19_width_65k_average_l0_63_128_Skylion007_openwebtext.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c60eef96f1fdbd64399be485455554838bd8aa48b6304377d2b05a5e265fc728
+size 15456732