Spruce Pine Hollow is a valley located in Smyth County, Virginia. It appears on the Cedar Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,686.38 feet (818.81 m) above sea level. The nearest populated place is Summit, approximately 2.1 miles to the NNE.