Groves was a member of the Senate from 1932 to 1936, at which time he was succeeded by Fred Risser. Previously, he was a member of the Assembly from 1930 to 1932. He was affiliated with the Wisconsin Progressive Party. One of his achievements in Wisconsin was the passage of the first unemployment compensation law in the United States, dubbed the Groves Law, in the early 1930s.[2][5]