 During the American Civil War Wolverton raised a company of emergency men, of which he was appointed captain in 1862.He served in the Eighteenth Regiment, Pennsylvania Volunteers.He was later chosen as captain of Company F, Thirty-Sixth Regiment, Pennsylvania Volunteers in June 1863.