Baldwin, meanwhile, served as a presenter and supported her man from the audience during both his performance and his acceptance speech for artist of the year, in which she got a sweet shout-out.

“I want to say thank you guys so much,” Bieber told the crowd. “I look over here, and I see my beautiful wife, and I just want to say I love you so much.”

Baldwin, 24, smiled at her husband and blew him a kiss as he concluded his speech.

Justin Bieber, Megan Thee Stallion, Lil Nas X and Olivia Rodrigo Lead 2021 MTV VMA Nominations Hailey and Justin Bieber. Kevin Mazur/MTV VMAs 2021/Getty Hailey and Justin Bieber. Kevin Mazur/MTV VMAs 2021/Getty

The couple has recently given fans a glimpse at their life as a couple, posting on social media from multiple occasions — including Bieber’s younger sister’s birthday party, a road trip and a black-tie affair.

The couple also walked the red carpet together before the Wynn’s grand opening in Las Vegas in July, where he performed a setlist including most of the tracks from his album Justice and hits like “Where Are Ü Now” and “What Do You Mean,” along with his hit “Stay” with The Kid LAROI.

Hailey and Justin Bieber. Kevin Mazur/MTV VMAs 2021/Getty

Check out PEOPLE’s full MTV VMAs coverage to get the latest news on one of music’s biggest nights.

The couple recently enjoyed a Parisian getaway in June. At the time, the couple shared a photo of a meeting with French President Emmanuel Macron and his wife Brigitte.

Check out PEOPLE’s full MTV VMAs coverage to get the latest news on one of music’s biggest nights.

The couple did not share details from the meet-and-greet at the time. However, earlier that week was France’s annual Fête de la Musique, or Music Day, which included concerts and crowds at the Presidential Palace.

In July, rumors began circulating about the couple expecting a baby after Bieber posted a black and white photo of the duo and captioned it “Mom and dad.”

However, Baldwin was quick to set the record straight.

“I think you should maybe change this caption to Dog Mom and Dad before anyone gets it twisted 😂,” she commented on her husband’s post — a comment many fans jokingly responded to with remarks of, “Too late.”

Justin Bieber to Perform at MTV VMAs for First Time in Six Years

The couple has, however, previously discussed the possibility of having kids — but made it clear that they’re taking their time.

“I love kids and I can’t wait to have my own,” the model told Vogue Arabia back in 2018. “I would say that now, that’s a closer reality, but definitely not anytime soon.”

“I’m not in a rush,” Bieber wrote to Baldwin in July 2019. “I just wanna enjoy you by yourself for a while!”

Bieber and Baldwin tied the knot in September 2018, just two months after getting engaged. The couple then celebrated with a larger ceremony in front of family and friends in 2019.

The MTV Video Music Awards, hosted by Doja Cat, aired live from New York City on Sunday at 8 p.m. ET.