Hailey Bieber caught up with her close pal Lori Harvey amid ongoing speculation about her marriage to Justin Bieber. 

On Tuesday, the 28-year-old Rhode founder stepped out in Los Angeles with Harvey, also 28, for a pilates workout session.

Hailey stepped out with a seemingly tense expression on her face, which comes amid rumors of marital woes with her husband of over six years.

The two models put on stylish displays during their outing, sporting matching slicked back buns.

After their workout, Hailey was dressed all in black while Harvey went for a monochromatic brown outfit. 

This comes just one day after a stone-faced Justin, 30, joined Hailey at a pilates workout session on Monday morning. 

Hailey Bieber caught up with her close pal Lori Harvey amid ongoing speculation about her marriage to Justin Bieber

After working up a sweat, Hailey stepped out of the studios with her close friend and  looked fresh-faced with rosy cheeks.

She effortlessly transformed her exercise ensemble to casual streetwear by throwing on a Matrix-esque leather trench coat and slim, retro shades.

Read More Stone-faced Justin Bieber joins Hailey at Pilates amid marital rumors

The entrepreneur wore a black, jersey catsuit and a pair of leather ballet flats, then completing her look with an animal-print tote bag.

For jewelry, the socialite only wore her essentials, sporting several dainty diamond earrings and her wedding ring.

She opted for a light and dewy makeup look featuring chocolate brown gloss and bright pink, flushed cheeks. 

As she stepped out of the workout studio, she carried her cell phone and an iced latte in a glᴀss. 

Meanwhile, Harvey, the daughter of comedian Steve Harvey, sported chocolate brown leggings, which she paired with a matching, zip-up hoodie. 

She carried a Louis Vuitton box bag and threw on black, wayfarer sunglᴀsses.

On Tuesday, the 28-year-old Rhode founder stepped out in Los Angeles with Harvey, also 28, for a pilates workout session. The two models put on stylish displays during their outing, sporting matching slicked back buns

Recently, fans have also been voicing concerns about the musician’s general wellbeing and sources said that Hailey’s famous friends have allegedly urged her to leave Justin; pictured February 6 in New York City

The day before, Hailey brought her husband with her to pilates, rather than her pal. 

The pair, who have been beset in recent weeks by rumors of marital troubles, recently returned to their home on the West Coast following a stint in New York City. 

Recently, fans have also been voicing concerns about the musician’s general wellbeing and sources said that Hailey’s famous friends have allegedly urged her to leave Justin.

An insider close to Justin and Hailey also told DailyMail.com this week that Hailey ‘works all the time’ while Justin ‘chills with friends’ and spends time at home with their baby son. 

This comes after fans have expressed concern for the couple due to their stony-faced public appearances and Hailey’s famous friends have allegedly urged her to leave the singer due to his ‘unacceptable’ behavior.

‘Hailey’s been struggling with Justin almost since the start of the marriage,’ an insider told DailyMail.com exclusively. 

The pair, who have been beset in recent weeks by rumors of marital troubles, recently returned to their home on the West Coast following a stint in New York City

An insider close to Justin and Hailey also told DailyMail.com this week that Hailey ‘works all the time’ while Justin ‘chills with friends’ and spends time at home with their baby son. This comes after fans have expressed concern for the couple due to their stony-faced public appearances and Hailey’s famous friends have allegedly urged her to leave the singer due to his ‘unacceptable’ behavior

‘She loves him madly but he’s a loose cannon. Some of her friends have advised her to go it alone and leave him.

‘His behavior is sometimes unacceptable. She’s put up with a lot,’ they added.

The insider said Hailey’s friends were hopeful that Justin’s behavior would change after he became a new father to their baby son Jack, but her close confidants allegedly don’t feel that fatherhood has made a significant impact.

‘When the baby was born, he was there for her and she thought being a father would change him for the better, but it hasn’t stuck,’ the source said.