Watson was born in Islington, London. Her father, Richard Watson, was an architect and her mother, Katharine (Venables), was an English teacher at St David's Girls' School, West London. She was brought up as an Anglican. Watson has described her childhood self as a "Nice middle class English girl ... I'd love to say I was a rebellious teenager but I wasn't"