I think a check raise would have been a bad play here. If you check raise on the flop and the turn comes with that king you are in a world of hurt if he's holding it (Have to trust your read). Obviously in retrospect a check raise would have played perfectly here but I think in the long run check raising with bottom 2 pair is a losing situation unless you are sure you've got a great read.