Puth's behind-the-scenes video captures what looks like a charming time between all the dancing, hugging and giggling. It's hard not to think there might be something more brewing between the two.

Gomez swears that's not the case, though. Back in September, she dispelled rumors she was dating Puth. After posting a photo with him to Instagram, Gomez captioned it: "Before it begins, he is a good one. He is MY FRIEND only lol."