Another possibility (particularly if you say it smelled bad and tasted bitter) is that it may have gone rancid. That's a real possibility if it only contains almonds and was not in the fridge.

I just tried to eat some that had been in our cabinet for longer than I had thought and it was awful...and I love almond butter!