Finding a "lost" TV season purchased through iTunes

I ordered a TV series through the iTunes store and was able to watch a few episodes on my Apple TV, but now it is as if the entire season has disappeared! I can't find it anywhere on my Apple TV, even under the "purchased" menu. Where did it go?