Arabella Susanna Shore was born in Rougham, Suffolk in 1823. She was the second of three daughters and two sons of Margaret Anne Twopeny and Thomas Shore, a writer and educator who declined preferment in the Church of England on matters of conscience. Thomas Shore received private pupils at his home, where he also educated his three daughters: Margaret Emily, Arabella Susanna and Louisa Catherine.