Immediately after the bombing of Pearl Harbor, Morgan enlisted in the Marine Corps and his 1st Marine Division participated in the Guadalcanal, New Guinea, New Britain and Peleliu battles in August 1942. Subsequently, he fought in the battles of eastern New Guinea, New Britain and Peleliu, rising to the rank of sergeant.