Hidden Lake is a lake located in Pasco County, Florida. It appears on the Port Richey USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 20.48 feet (6.24 m) above sea level. The nearest populated place is Jasmine Estates, approximately 3.0 miles to the W.