The above reviews are for a different site on the lake!
We showed up to this campsite using the map and it was a different dispersed camping area without any signs, not the one featured in the pictures posted. The reviews and pics are for the State Park dispersed camping on the east side of the lake.
Looks like 5 rustic sites, tables, grills, fire rings, sheltered picnic area, boat ramp. No water or bathroom, nice lake views, 4 stars because you can hear a busy road nearby. My guess is this site is part of the National Forest, not the State Park.