The 29-year-old actor looked delighted to have his Amazing Spider-Man co-star back in his arms, and he even stole a few kisses while they walked hand-in-hand back to her car.
The pair had reportedly just left Spot, a pet store, looking for a canine companion for dog-lover Emma.
Andrew was no doubt happy to catch up with his 24-year-old lady love, who's been busy promoting Gangster Squad, which opens January 11.
As RadarOnline previously reported, Emma and Andrew just recently bought a $2.5 million love nest together in Beverly Hills.
But over the past few days, her closeness to co-star Ryan Gosling, who plays her lover in the film, has been raising some eyebrows.
Emma and Ryan are certainly not strangers. They also they played lovers in the romantic comedy Crazy, Stupid, Love and had amazing on-screen chemistry.