I read The Memory of Running by Ron McLarty a while ago and although it's not a thriller and it's not located in Southern USA there are some similarities in the "deep USA" atmosphere and the characterisation.
You may want to give this a go?
Sarita
Don't cry because it's over, smile because it happened.
MySwaps