Jones was born in Los Angeles, California. Her first name comes from the heroine of the novel The Good Earth by Pearl S. Buck. Her father left the family when his daughter was a child. Her mother, Scarlett Johnson, married Johnny Dark. In 1979, Scarlett suffered a stroke and aphasia. She is an alumna of New Dramatists.