Story studied classical piano while growing up in Southern California and even thought about becoming a music librarian or theorist for a while. Then she heard jazz pianist Bill Evans at a New York club, and the experience changed her perspective on music overnight. Story, who had studied at Juilliard and was enrolled at Hunter College at the time, abandoned her academic program in favor of jazz lessons with Sanford Gold, a teacher Evans had recommended.