The new Spider-Man production, The Amazing Spider-Man, may be top secret, but star Andrew Garfield, 28, was seen skulking around New York City in black jeans and a black hoodie during filming, looking every bit the part of the mysterious superhero.

Garfield has been dating Spider-Man costar Emma Stone, 23, since the spring. "Andrew is one of the most giving actors I've ever worked with," Stone told Teen Vogue. "If I needed to get to a place of love or sadness in a scene, he'd leave messages on my phone to replay, or slip in lines off camera for a different reaction than what was scripted. He gave me so much to react to."

The Social Network star isn't always looking so grim. He's also been seen on set in the traditional crimson bodysuit that is the trademark of his character. The Amazing Spider-Man covers an often-ignored time in the superhero's life, during the early days when he was just starting to learn how to deal with his newfound powers. It stars Stone as his pre-Mary Jane love interest, Gwen Stacy, and Sally Field and Martin Sheen as May and Ben Parker. It is slated to hit theaters on June 3, 2012.