Corey Gulch is a valley located in Baker County, Oregon. It appears on the Bourne USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,480.59 feet (1,365.68 m) above sea level. The nearest populated place is Sumpter, approximately 1.7 miles to the SE.