 Trumbull was ordained a Congregational minister in 1862 and, shortly after, served as chaplain of the 10th Connecticut Infantry Regiment during the American Civil War.Trumbull was captured at the battle of Fort Wagner near Charleston, South Carolina on July 19, 1863.He was held in several Confederate prisons, as a prisoner of war.