Geary's division was heavily engaged at Chancellorsville, where he was knocked unconscious as a cannonball shot past his head on May 3, 1863.
Gearys division var stærkt involveret i Chancellorsville, hvor han blev slået bevidstløs af en kanonkugle, som strøg forbi hans hoved den 3. maj 1863.