Pierce attempted a run for the Democratic nomination for a seat in the U.S. Senate in 1912, losing to Harry Lane in the general election. In 1916, his constituents elected him to once again serve in the State Senate. Pierce then unsucessfully ran against incumbent Governor James Withycombe in 1918 as a progressive Democrat. In the next election, 1920, he lost his senate seat by only twenty-seven votes.