 A supporter of Federation, he nevertheless opposed the 1898 bill, which he believed deprived New South Wales of adequate recognition.He was defeated in the election of that year, but in 1899 he was one of Premier Reid's twelve appointments to the Legislative Council that enabled the passage of the legislation for a referendum on Federation.Following Federation, Gould contested the first federal election in March 1901, standing for the Senate as a Free Trader.