AceShowbiz - Is Victoria Pedretti in a romantic relationship with Dylan Arnold? The "You" co-stars have sparked rumors of them being romantically involved as they were caught on camera hanging out together in Los Angeles.

On Sunday, November 7, the pair were photographed shopping for home goods and toiletries, which were highly couple-friendly activities. In one of the images, Dylan could be seen holding rolls of toilet paper, sponges and other household supplies. In the meantime, Victoria carried a large laundry detergent.

The pair, known for their roles as Love Quinn and Theo Engler on the hit Netflix series, also took time from running errands to grab a cup of coffee. "The Haunting of Bly Manor" actress was also seen carrying two small cardboard boxes.

For their grocery shopping run, the actors were dressed casually. Victoria wore an oversized Dodgers T-shirt, a large navy blue blazer with orange stripes, grey slacks, a baseball cap and a face mask. Meanwhile, the "After" actor sported a loose T-shirt, navy high-water slacks and brown loafers.

However, the rumored couple appeared to change their outfits later in the day as pictures showed them in different wardrobes. This time around, Victoria donned a stylish black polka dot shirt, jeans, a leather jacket and sneakers, while Dylan had a black T-shirt and dark denim shorts. The eyewitness also said the pair were seen entering the same house with toothbrushes in hand and leaving together.

Speculations that the co-stars are an item have been swirling for weeks since multiple sources made submissions to the popular Instagram celebrity gossip account Deuxmoi. In a post, a source wrote, "New Cute Couple: You."

"Victoria Pedretti and Dylan Arnold (guy who plays Theo in S3 of YOU) are dating and she's pretty crazy about him!!" the source continued. Another source then said they had actually spotted the rumored couple out to lunch together.