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Sofia Vergara, Joe Manganiello

AKM-GSI

These two sure make a great catch. 

Hollywood stars Joe Manganiello and Sofía Vergara decided to step out Friday evening and celebrate a close friend's birthday at Catch LA.

In the midst of enjoying a tasty meal and a few sweet treats, the A-list couple also reminded fans how strong their love is for one another.

"They were super flirtatious and made it clear they're still floating on the newlywed cloud," a source shared with E! News. "When they socialized around the main dining room, they were always hand in hand."

Our source also caught the pair sharing several decadent desserts including the "Hit Me" chocolate cake. And yes, Sofía may have fed Joe a few bites to taste.

For the couple's night out, Sofía opted for a Balmain dress while Joe picked out denim jeans and a leather jacket.

"Happy bday beautifull Amy!!"Sofía shared on Instagram before showing off one of the desserts she couldn't help but savor. "I did."

Steven Tyler, Rita Ora, Leslie Mann and Judd Apatow were also spotted at the Hollywood hotspot Friday evening.

As the couple's one-year wedding anniversary approaches, Sofía recently was asked what she has learned about Italian men. The answer may surprise you—and crack you up.

"Hmm, I think he has learned more about Colombians than what I have learned about Italians!" she joked to E! News' Giuliana Rancic. "I have to go. I'm going to be late." And that's why we love these two. 

—Reporting by Holly Passalaqua