Little Rock Creek is a stream located in Morgan County, Tennessee. It appears on the Pilot Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,284.90 feet (391.64 m) above sea level. The nearest populated place is Pilot Mountain, approximately 0.6 miles to the SW.