Theater director Caden Cotard (Philip Seymour Hoffman) is mounting a new play. His life catering to suburban blue-hairs at the local regional theater in Schenectady, New York is looking bleak. His wife Adele (Catherine Keener) has left him to pursue her painting in Berlin, taking their young daughter Olive with her. Worried about the transience of his life, he leaves his home behind.