Surprise Valley is a basin located in San Juan County, Utah. It appears on the Rainbow Bridge USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,511.16 feet (1,375.00 m) above sea level. The nearest populated place is Rainbow City, approximately 6.7 miles to the ESE.