As Halloween approaches, Ellen's high spirits have no effect on Spence, who is haunted by thoughts of his life. Meanwhile, Paige doesn't have a ghost of a chance of completing her first big assignment without help, and Joe is spooked by Audrey, who thinks she's been hired at Buy the Book.