Penny Johnson is a dancer and Johnny's former love interest. One night, when she had complications during an illegal abortion, Baby sent for Jake, her father who is a doctor, to help Penny. Jake later mistakenly infers that Johnny got Penny pregnant, but finally realizes that it was actually Robbie, and forgives Johnny towards the end of the film, during his dance with Baby.