In London, Sugarman attended both the Arts Educational School and then Barbara Speake Stage School in Acton. She attended the Royal Academy of Dramatic Art (RADA) from 1986 to 1989, where she won the Best Actress medal. In 1992, she married the actor David Thewlis. They divorced in 1994.