I've tried working out a few times after eating and felt absolutely horrible. Felt like I had no strength or energy. Anytime I went to the gym on an empty stomach it was a lot harder to drag myself in but the second I got started got a crazy burst of energy.
It takes energy to digest food, so it only makes sense to feel like that.