This year, too, there were awards as well as popularity for some first fiction. Julia Glass's novel, "Three Junes" (Pantheon), won the National Book Award for fiction, and "You Are Not a Stranger" (Nan A. Talese/Doubleday), a debut story collection by Adam Haslett, and Brad Watson's "Heaven of Mercury" (W. W. Norton), a first novel, were finalists.