AceShowbiz -

Jennifer Lawrence may have found her Mr. Right. The "Silver Linings Playbook" actress has been rumored dating Darren Aronofsky for a week now and unlike her ex-boyfriends, she looks more relaxed around the director.

Particularly, she's happier with Aronofsky than with her former flame Chris Martin. A source tells PEOPLE that J.Law loves being in "very low-key" relationships and didn't really enjoy her romance with the Coldplay frontman when it became so public.

"She struggled when she dated Chris [Martin] and seemed very stressed out. With Darren, it will probably be different. He does not attract attention like Chris does," the source explains. "[Aronofsky] does not seem like a person who enjoys being a celebrity. Jennifer is the same."

PEOPLE previously confirmed that Jennifer and Darren "are casually dating." The alleged lovers reportedly "have tried to keep things low-key and under wraps but they are really into each other." Pictures of the two grabbing lunch together in August recently emerged.

Late last week, the duo reunited for another date at Commissary at The Line Hotel in Los Angeles. They were caught on camera getting into the backseat of the same car following a dinner.

Jennifer Lawrence and Darren Aronofsky seen out together following dating rumors https://t.co/TRiQRJwH62 #newcouplealert #jenniferlawrence

— OH NO THEY DIDN'T (@ohnotheydidnt) October 26, 2016