Justin and Hailey Bieber Share a Kiss During PDA-Filled Appearance at Singer’s Swag Album Listening Party

Justin and Hailey Bieber are packing on the PDA!

The couple shared a passionate kiss at a listening party for the singer’s new album, Swag, in West Hollywood, Calif., on Thursday, July 24. Spotify hosted the event at Bird Street Club in collaboration with Justin’s new apparel brand, Skylrk.

On Saturday, July 26, the “Daisies” singer, 31, shared a carousel of photos from the bash celebrating the surprise record (which was released on July 11 and marked his first studio album in four years) on Instagram. He kicked off the party photo dump with a snap of himself and Hailey, 28, locking lips.

In the shot, the Grammy-winning musician and beauty mogul — who tied the knot in September 2018 — wrapped their arms around each other as they shared a kiss. In another photo, Justin took a break from hitting golf balls at the event to lean over and give his wife a peck on the lips.

The pair remained close in other snaps from the event, as well, with Justin wrapping his arms around Hailey as they posed together for a group photo. And in a different carousel of photos, which Justin shared on Friday, the singer once again cozied up to his wife, wrapping his arms around her in what appeared to be candid shots.

When he wasn’t hanging with Hailey at the listening party, Justin was dancing and singing along to Swag with friends, which he documented on Instagram with more photos and videos from the bash. Among the attendees were Madison Beer and former Disney Channel star Kyle Massey.

After the festivities concluded, the couple — who are parents to son Jack Blues Bieber, who turns 1 in August  — were spotted leaving Bird Street Club hand-in-hand. In photos taken outside of the West Hollywood venue, Hailey held Justin’s hand, her arm wrapped under his, as they left the party.

The couple’s PDA-filled appearance comes shortly after Hailey opened up about navigating the pair’s “crazy life” amid speculation about their marriage, particularly after giving birth to son Jack Blues last year.

In a Vogue Italia interview published Wednesday, the Rhode founder called the period following the little one’s birth “the most delicate period I’ve ever been through in my life.”

“And having to do all this while constantly reading falsehoods on the internet like ‘They’re getting divorced’ or ‘They’re no longer happy together’ is something that really drives you crazy,” she told the outlet. “I’m not even sure I can explain it. It’s a crazy life.”

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A source recently opened up to PEOPLE about the new parents’ life following the release of Swag, which Justin made on his own terms after making big career changes (including parting ways with his former manager, Scooter Braun).

“Hailey was by Justin’s side for the whole creation of the album,” the source said. “Everyone knows Justin as a star and a performer. They now get to know the artist that Hailey has known all these years.”