Eva Longoria and Eduardo Cruz’s P.D.A. at the Chateau Marmont

Eduardo Cruz and Eva Longoria

Gerallt/Bauer-Griffin

updated 08/31/2011 AT 12:40 PM ET

originally published 03/09/2011 AT 12:40 PM ET

Eva Longoria enjoyed a little afternoon make-out session with new beau Eduardo Cruz Monday during a late lunch at the Chateau Marmont. The two sat on the patio, where they sipped iced tea between smooches. “They were kissing for a long time,” an onlooker tells PEOPLE. “They didn’t care that other people were watching them. Eva looked very happy and in love.”

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