Indeed Grave of The Fireflies is depressing as hell. Also check out (it's not currently out of print, but nontheless fantastic (and depressing) Now and Then, Here and There or in Japanese "Ima, Soko Ni Iru Boku." It's really worth a watch if you want something sad, and above and beyond local TV anime.