Atherton was a California Republican, and eventually served as delegate to the Republican National Convention in 1944, 1948, 1952. He also served on the California Board of Prison Terms and Paroles (1935–1937) and ran unsuccessfully for the U.S. Senate (1957). He died in 1976 and was buried from Morris Chapel at the University of the Pacific in Stockton, where his papers are housed today.