Hidden Lake is a lake located in Oswego County, New York. It appears on the Pennellville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 413.16 feet (125.93 m) above sea level. The nearest populated place is Pennellville, approximately 0.7 miles to the W.