Gerome Bay is a bay located in Stevens County, Washington. It appears on the Miller Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,288.58 feet (392.76 m) above sea level. The nearest populated place is Enterprise, approximately 2.6 miles to the SE.