Thorne was born in Vincennes, Indiana, in 1882; her parents moved to Chicago when she was a child. She was educated partially at home and partially in public school, finishing at the Kenwood Institute. She married James Ward Thorne, an heir to the Montgomery Ward department store fortune, on May 29, 1901; they had been childhood sweethearts. They had two sons, named Ward and Niblack.