I think you are correct, I looked up the ESPN play-by-play and it lists the very next play as "2nd and goal".
Bizarre. Defensive holding is, by definition, an automatic first down. We then ran 2 incomplete passes and kicked the FG.
EDIT: OK, I just re-watched that play, and the ref...