Following fizzled out relationships with Joe Jonas, Taylor Lautner and Jake Gyllenhaal, it looks as if Taylor Swift may be ready to give romance another go.

The country darling was spotted out on a lunch date with Foster The People frontman Mark Foster at Caffe Roma in Beverly Hills on Thursday (May 17).

Trying to keep their day of togetherness out of the spotlight, Mark quickly parted from Taylor as the paparazzi arrived on the scene at the Italian eatery.

The lunch outing comes just as it was announced that Miss Swift is donating $4 million to the Country Music Hall of Fame and Museum in Nashville.

The donation made by the country cutie marks the largest grant given to the museum by an artist, and the money is said to help fund an exhibit and classroom space dubbed as the “Taylor Swift Education Center” – which is expected to open in 2014.

Of the sizable gift, museum director, Kyle Young, said, “It will allow us to do what we do better, serve more people, develop new programs and I’m happy to say that as we talked through this opportunity with Taylor, she very much wants to be involved in an advisory capacity in what we do. Is there a better person out there who’s in touch with a young audience?”