Little Sugar Creek is a stream located in Gallatin County, Kentucky. It appears on the Patriot USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 462.60 feet (141.00 m) above sea level. The nearest populated place is Napoleon, approximately 2.0 miles to the SSE.