McQueen was born Suzanne Yvonne Mathis in Honolulu, Territory of Hawaii on July 27, 1957, to Helen Hooks of North Carolina, and Frederick Mathis of Tennessee, both of English, Scottish, and Welsh descent.
In 1958, Frederick's tour of duty in Hawaii ended and the family moved back to their home in Santa Ana, California, where the kids would grow up.