Wolf Pen Branch is a stream located in Harlan County, Kentucky. It appears on the Bledsoe USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,589.90 feet (484.60 m) above sea level. The nearest populated place is Rosspoint, approximately 2.1 miles to the SSE.