Emma Stone & Andrew Garfield: Hugging 'Squad'
Andrew, 28, even wore his support for Emma, 22, by wearing a Gangster Squad baseball cap!
Other pictures include Emma and Sean Penn filming exterior shots in downtown L.A.
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.