 In 1876, Gleaves was a delegate to the 1876 Republican National Convention which chose Ohio Governor Rutherford B. Hayes as its nominee.In the general election, there was massive fraud in South Carolina.The Republican Party officeholders, including Gleaves, were voted out of office.