Sewell was born in Great Yarmouth, Norfolk, England, into a devoutly Quaker family.

Her father was Isaac Phillip Sewell, and her mother, Mary Wright Sewell was a successful author of children's books. She had one sibling, a younger brother named Philip and was largely educated at home.