03/14/2012 AT 06:00 AM EDT
was spotted enjoying a low-key dinner at South City Kitchen in Atlanta with two companions – and he was diving into Southern specialties. On the menu: fried green tomatoes and buttermilk fried chicken.
has been in Macon, Ga., filming Trouble with the Curve
alongside Clint Eastwood
and Amy Adams
. At dinner, though, Timberlake was joined by a male and female companion, and a restaurant source says the newly engaged star
was "very unassuming and undemanding." – Jennifer Bradley Franklin