Cave Gap Hollow is a valley located in Hancock County, Tennessee. It appears on the Sneedville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,322.18 feet (403.00 m) above sea level. The nearest populated place is Dry Branch, approximately 1.5 miles to the SSE.