Directed by Amy Sherman-Palladino. With Lauren Graham, Alexis Bledel, Melissa McCarthy, Keiko Agena. Rory returns from Washington just in time for the First Annual Stars Hollow End of Summer Madness Festival where she realizes her feelings for Jess might be a lot stronger than she thought, but is it too late to do anything about it? Lorelai is having strong feelings of her own.