Davis was born on September 26, 1973 in Los Angeles. When she was seventeen, she left home to pursue a career in classical ballet in New York but after finding she was too tall to audition for corps de ballet she decided to become a fashion model instead. She is half Yankton Sioux by descent (by mother).