Reiss was born in Berkhamsted in Hertfordshire. Her parents were Edith Hamilton (born Crake) and Colonel Alfred George Lucas. Her father had been in the army and he served as High Sheriff of Suffolk in 1904 and well as a mayor of Lowestoft.
