Sullivan wrote two books: Old Ireland in 1927 and The Last Serjeant in 1952. He retired from legal practice in 1949, and returned to Ireland to spend his last years there. He lived on Greenmount Road in Terenure, Dublin. He married in 1900 Helen Kelley, daughter of Major John Kelley of Brooklyn, New York, and had issue.
