Spurgeon Creek is a stream located in Thurston County, Washington. It appears on the East Olympia USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 216.54 feet (66.00 m) above sea level. The nearest populated place is East Olympia, approximately 1.3 miles to the NNE.