Little Rock Creek is a stream located in Cocke County, Tennessee. It appears on the Luftee Knob USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,196.80 feet (974.38 m) above sea level. The nearest populated place is Jenkins Mill, approximately 3.6 miles to the NNW.