Olive Lake is a lake located in Grant County, Oregon. It appears on the Olive Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,000.26 feet (1,828.88 m) above sea level. The nearest populated place is Robinsonville, approximately 7.5 miles to the SE.