Roy W. Purvis served in the U.S. Navy Reserve as an Ensign during World War II. On June 6, 1942, while serving as an engine room officer on a destroyer at the Battle of Midway, he was thrown into the water when a torpedo struck his vessel. He was buried at sea and is memorialized on the Tablets of the Missing at Honolulu Memorial. He was awarded the Purple Heart.