Harriet and Peter Fox, a jewel-stealing couple, steal from Irina, a seductive but ruthless gangster. Irina cracks down on the two, forcing them to escape to Hollywood in hopes of finding a way to make amends. They plan to pay Irina back by stealing from Peter's ex-wife.