The hitmaker, who recently hid behind his wife while leaving Giorgio Baldi, wore a slightly undersized Nike crewneck sweater on top of a pink t-shirt.

Justin also donned a pair of beige cargo shorts that were paired with white socks and jet-black slippers. The Grammy Award-winning performer completed his look with a cap that matched the tone of his outerwear.

Meanwhile, his wife was chic in all black with razor thin glasses and a diamond necklace.

Coffee run: Justin and Hailey Bieber were pictured while visiting a coffee shop in West Hollywood on Tuesday afternoon

Hailey opted for an all-black outfit that included a long-sleeve crop top, which showed off a slight portion of her toned midsection.

The entrepreneur also wore loose-fitting pants and leather shoes, which were paired with a matching purse.

The daughter of Stephen Baldwin accessorized with a pair of gold Jordan Road earrings and wore a small pair of sunglasses, as well as a customized necklace featuring the first letter of her last name.

Her beautiful brunette hair fell towards her shoulders and paired well with the dark tone of her clothing.

Justin and Hailey, who have become the inspiration for couples’ Halloween costumes, initially met during their teenage years and maintained an on-off relationship for several years.

The two eventually became engaged in 2018, and they obtained a marriage license in September of that year.

The singer and the social media figure then waited for a year before they held a wedding ceremony in South Carolina.

The pair has since become well-known for their differing senses of style, and Hailey spoke to Justin about her willingness to try out bold new looks during an interview with Vogue Australia, where he asked her about her ‘biggest fashion regret.’

Comfortable clothing: The hitmaker, who recently hid behind his wife while leaving the celebrity hotspot Giorgio Baldi, wore a slightly undersized Nike crewneck sweater on top of a pink t-shirt

Keeping it consistent: Hailey opted for an all-black outfit that included a long-sleeve crop top, which showed off a slight portion of her toned midsection

In the past: Justin and Hailey, who have become the inspiration for couples’ Halloween costumes, initially met during their teenage years and maintained an on-off relationship for several years; they are seen in August

Opening up: The pair has since become well-known for their differing senses of style, and Hailey spoke to Justin about her willingness to try out bold new looks during an interview with Vogue Australia , where he asked her about her ‘biggest fashion regret: seen in January

‘A couple of years ago I wore this pink…it was this boxy-looking vest dress, and I thought it was going to be the cutest thing ever. I wore it, and I saw the photographs after and it legitimately looked like I was inside a box,’ she said.

The social media powerhouse added: ‘I looked like a present, and it was so bad.’

The Baby singer later asked his wife about what she considered to be essentials for her wardrobe.

‘You can never go wrong with the basics…a great pair of jeans, a white tee, a good pair of loafers and a great leather jacket. I think you can never go wrong with those.’