Pennington Hollow is a valley located in Clay County, Tennessee. It appears on the Burristown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 550.12 feet (167.68 m) above sea level. The nearest populated place is Baptist Ridge, approximately 0.7 miles to the SW.