A French exit
Bailing before the fun starts and making the other person look bad for not noticing
He left the party before the cake was even cut and no one noticed until the cops showed up.
She ran out before the karaoke started and everyone just stared at her like she was a ghost.
He left mid-sentence and the DJ had to play a whole song about him.