These two claim they're not an item, but they sure do a good job acting like one!

Former flames Rihanna and Drake reunited for a sexy new music video for his latest single, "Take Care" and they get more than a little cozy onscreen!

Drake released the clip on Saturday, which features the pair intimately embracing, and the "S&M" singer dons an off-the-shoulder sweater while resting her head on his chest.

While the couple have remained mum on a possible romance, the director of the video, Yoann Lemoine, told MTV News: "They seemed to be super close and that's what I wanted for the video. Visually, it's a very humble video. ... It's not crazy."

Riri once admitted she was attracted to Drake, telling radio host Angie Martinez: "I definitely was attracted to Drake, but I think it is what it is, like it was what it was. We didn't want to take it any further. It was at a really fragile time in my life, so I just didn't want to get too serious with anything or anyone at that time."

Think they're a couple?