08/30/2013 AT 4:30 PM ET
Naya Rivera, who plays cheerleader Santana, Tweeted a selfie on Thursday with the X Factor judge, who’s her new love interest on the show.
The singer, 21, can be seen puckering up to Rivera, who suggested a new name for the couple: “Dantana.”
Lovato is excited about her guest role on the FOX hit, Tweeting on Monday that she was “Wayyyy too excited to be starting on @GLEE this week!!!”
“I can’t believe I’m going back to acting,” the former Disney star added, “but the best part about it is that I get to act/sing with some of my really great friends.”