Blake Penn get kissing

Blake Lively and Penn Badgley hold hands and then catch a cab after a romantic lunch at Cafeteria in the Chelsea neighborhood of New York City.

The Gossip Girl stars (and real-life couple) were seen getting a little touchy-feely during lunch and smothered each other with kisses. How cute... or gross! However you want to look at it.

Cafeteria is a favorite among the Gossip Girl cast. Last month, Jessica Szohr and Adam Brody had a dinner date there.