Theater director Caden Cotard (Philip Seymour Hoffman) finds his life unraveling. Suffering from numerous physical ailments and growing increasingly alienated from his wife, Adele, an artist, he hits bottom when Adele leaves him for a new life in Berlin, taking their four-year-old daughter, Olive, with her.