Goat Rocks lies in a zone of intermittent volcanism which has produced many small volcanic vents, also including the Mount Adams volcanic field and Indian Heaven.
Die Goat Rocks liegen in einer Zone periodischen Vulkanismus, welche viele kleine Vulkanschlote produzierte, darunter die Vulkanfelder am Mount Adams und Indian Heaven.