Yellow Bear Lake is a lake located in Madison County, Montana. It appears on the Spur Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,637.80 feet (2,328.00 m) above sea level. The nearest populated place is Leary Place, approximately 6.6 miles to the NNE.