You need one of those robots with live streaming video and remote control arm movements over the internet (RCAMIPWTFBBQ) so I can disassemble and probe it remotely.
Kidding aside, we can probably figure this out if your pictures were more intuitive, for example a picture of the unit then successive pics as it's being disassembled, but as far as what I have to go on, I would measure for voltage on the red wire plugged into the "CNI ColorLED", the red wire on the 4 pin connector next to it, and the red wire on the connector towards the other side of the board.
I would set the unit up to run and be measuring which of those 3 have power while running, and which of those 3 cease having power when it stops, and jumper between one of those to the one that stops having power when it stops running.
There is something missing though, I don't see a transformer (or a battery bay) and seeing it on Amazon it supposedly runs off 120VAC. You seem to have withheld vital information for some mysterious reason and left the topic dragging out.
We need the robot!