Emma Stone Hugs It Out With Andrew Garfield

Emma Stone gives a big hug to her boyfriend Andrew Garfield on the set of her new movie, Gangster Squad, on Wednesday night (November 2) in Los Angeles.

The 22-year-old actress received a special visit from Andrew, 28, after her shoot– Andrew even wore a Gangster Squad baseball cap!

Emma and Sean Penn were filming exterior shots in downtown L.A.

Gangster Squad, which also stars Ryan Gosling and Josh Brolin, chronicles the LAPD’s fight to keep East Coast Mafia types out of Los Angeles in the 1940s and 50s.

Over the weekend, Emma and Andrew celebrated Halloween and lunched together at the Four Seasons in Beverly Hills.

The happy couple play love interests in the upcoming superhero flick, The Amazing Spider-Man, out July 3, 2012.