Does anyone know the song I'm trying to think of?

I saw the music video on the weekend and it started like: "You know
you love me."
No, I don't think it was Justin Bieber. It was a guy singing to a
girl, but she kept on declining him until the end.
I'm fairly sure it was a bowling alley or something.