Gene Creek is a stream located in Harper County, Kansas. It appears on the Crisfield USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,395.75 feet (425.42 m) above sea level. The nearest populated place is Crisfield, approximately 4.1 miles to the SSE.