From Gatlinburg, take Hwy 441 across the mountain into Cherokee.
Fall in beautiful in the Smoky Mountains when the leaves change. Traffic on weekends is horrific. Lots of people just drive through the mountains looking at the changing colors and never leave the car. Take some time to walk a trail, get close to nature.