updated 03/02/2011 AT 8:30 PM ET
•originally published 03/02/2011 AT 3:10 PM ET
It was a short getaway, but Sean Penn and Scarlett Johansson made the most of it.
The pair left on a private jet from Van Nuys airport Tuesday morning, then were spotted having dinner in Cabo San Lucas, Mexico, that night, according to sources. Early Wednesday morning, they returned to Los Angeles where Johansson is shooting the film We Bought a Zoo with Matt Damon.
On the menu during their Mexican meal? Penn, 50 and Johansson, 26, reportedly enjoyed lobster and, of course, margaritas.
Earlier this week, the twosome were seen sharing a casual lunch at the popular Los Angeles Cuban restaurant, Versailles, where Johansson had her leg draped over Penn.