Scarlett Johansson & Romaine Duraic Put Their Love on Display in L.A.

Scarlett Johansson & Romaine Duraic Put Their Love on Display in L.A.

Scarlett Johansson and beau Romain Duraic showed no lack of affection when they dined at Mercado in Santa Monica, Calif., on Tuesday night. 

The lovey-dovey duo came in around closing time and sat across from each other, holding hands, according to an onlooker. 

"They kissed across the table," the observer tells PEOPLE. "They really seemed to be enjoying each others' company."