Pennington Spring is a spring located in Putnam County, West Virginia. It appears on the Elmwood USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 620.69 feet (189.19 m) above sea level. The nearest populated place is Extra, approximately 2.3 miles to the WSW.