While searching around for the previous stream, I traveled across another very interesting looking brook. From the topo maps, this stream had a lot of potential with a good gradient running through some steep gorges. I even had a hint there might be waterfall upstream somewhere so off I went on another Saturday morning.
The water was still a cold 60F in early August which was a good sign. I think I found what I was looking for!