Taylor Swift consoles Selena Gomez after disastrous dinner date with Justin Bieber

Are Justin Bieber and Selena Gomez never ever getting back together?

All signs point to yes: After their disastrous dinner date Friday (Nov. 18) -- the couple stormed out of the restaurant 10 minutes after their arrival and had a very public yelling match when the Biebs followed the Disney starlet home -- she found solace the next day with her best friend, Taylor Swift.

Sporting a telling T-shirt ("You make me happy when skies are gray"), Gomez and the "Red" singer were spotted out in Hollywood Saturday night.

Swifty definitely helped turn her girlfriend's frown upside down: Gomez was all smiles as they left Osteria La Buca -- looks like she actually made it to dessert this time!

Swift isn't exactly lucky in love herself -- the 22-year-old's very public breakups include Jake Gyllenhaal, Joe Jonas and, most recently, Conor Kennedy. However, things might be looking up: Mario Lopez confirmed on his radio show that she is now "officially" dating One Direction singer Harry Styles.

But if that doesn't work out, her BFF will be there to console her.