Shirley Hollow is a valley located in Cannon County, Tennessee. It appears on the Auburntown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 736.35 feet (224.44 m) above sea level. The nearest populated place is Auburntown, approximately 2.2 miles to the NW.