*May contain spoilers*
I found these animes so sad:
AIR - I sobbed like crazy. Tragic romances.
Full Moon wo Sagashite - It wasn't super sad, I just thought when she first found out Eichi died it was so sad. (anime)
Saikano: Another tragic romance! =/
And that is all I have for now, but I am sure there is more.