I think this might be a pond, but it's called Oak Lake on the map.
I couldn't find it, due to STAY OUT / NO TRESPASSING SIGNS
and heavy brush everywhere.
So for now it's a pond along Sunny Creek Road
This is what it looks like when the trees "open up"
The creek
These guys are looking for the lake too...