Was hoping to just pick up the pot right there. I figured he either had 2 overcards, a pair w/ ace kicker, or possibly an overpair.

While a set or trips are always a possibility, I have no idea how to "spot" them, and figure playing in fear of them would be $-EV vs. just assuming they aren't there.