At the general election of 1892, Thornton was elected as MP for Clapham. He successfully defended the seat three times before retiring from parliament in 1910. Following his retirement from politics, he was elected to the position of Registrar of the Royal Literary Fund, and wrote an autobiography, Some Things I Have Remembered in 1911.[1]