Are Emma Stone and Andrew Garfield back together already?

Our fragile hearts were broken a few weeks back with the news that Emma Stone and Andrew Garfield had broken up.

The split, first said to be just a "break" and later confirmed as an actual break-up, came after three years of dating. Emma and Andrew first got together back in 2012 in the set of The Amazing Spider Man, and had been Hollywood's cutest couple ever since.

However a new photo seems to suggest that the couple are at least in contact, if not actually back together.

Emma was spotted out and about in Beverly Hills over the weekend after picking up some items from her stylist's office, and one of the paper bags she was carried was clearly labelled with Andrew's name.

Strange! As the couple share a stylist it seems Emma could have been passing on some items to her ex, or picking up something for him. Whatever the reason, Emma must have known she would cause a stir by choosing that particular bag…

Rumours of a split first kicked off in February when Emma attended the Golden Globes and the Academy Awards – both times as a nominee – without Andrew at her side. It was later revealed that the couple's hectic filming schedules had caused them to drift apart, something that was made even worse by the fact that Andrew is working hard to get into character for an upcoming film.

“He's lost weight, and he's in a dark place mentally for his performance and he's not boyfriend material right now," a source told Us Weekly of Andrew's role in Martin Scorcese's new film, Silence, currently being filmed in Taiwan. Andrew plays a Jesuit priest who faces violent persecution as he travels to Asia to spread the teachings of Christianity.

We have our fingers crossed for the couple – hopefully they can work things out.