Hemlock Gulch is a valley located in Sanders County, Montana. It appears on the Smeads Bench USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,155.70 feet (961.86 m) above sea level. The nearest populated place is Smead (historical), approximately 1.2 miles to the NNE.