 At the age of two, Davis was taken to jail with her mother after she was arrested during a civil rights protest.She has described herself as having "lived in abject poverty and dysfunction" during her childhood, recalling living in "rat-infested and condemned" apartments.Davis is a cousin of actor Mike Colter, known for portraying the Marvel Comics character Luke Cage.