 Mansfield was a Private First Class in the U.S. Marine Corps from 1920 to 1922.He served in the Western Recruiting Division at San Francisco until January 1921, when he was transferred to the Marine Barracks at Puget Sound, Washington.The following month, he was detached to the Guard Company, Marine Barracks, Navy Yard, Mare Island, California.