He was a delegate to the 1868 Republican National Convention. At the New York state election, 1869, he ran on the Republican ticket for New York State Treasurer but was defeated by Democrat Wheeler H. Bristol. Chatfield was a member of the New York State Senate (24th D.) in 1872 and 1873.