Eva Longoria and Eduardo Cruz's Cozy Night Out
04/02/2012 AT 05:00 PM EDT
Although the couple broke up last month, Longoria, 37, and Cruz, 27, were seen getting cozy with each other over the weekend at the Chateau Marmont in Los Angeles.
The pair were holding hands and conversing over a meal at the celebrity hotspot on Sunday, according to X17 Online.
But a source close to Longoria tells PEOPLE that the Desperate Housewives star and Cruz are simply still just friends after dating for more than a year.
"It was mutual decision," the source told PEOPLE about the couple's breakup. "There's still feelings of affection there, but I don't think they're getting back together."
Longoria recently told PEOPLE that she's "excited" about her life and future. "There are so many things on the horizon," she added.