Rae's paternal grandfather, Stanley Chong, was Chinese, and Rae's paternal grandmother, Lorna Jean Gilchrist, was of Scots-Irish descent. Rae's maternal grandparents, Napoleon Sneed and Willa Carothers, were both the children of African-American immigrants to Canada (their families were from the American South).