If the above is true then if somehow locked in the nose down attitude then I can see how manual inputs would not work. Do I have that right?

The slot shows total trim adjustment. So if you imagine the whole horizontal stabilizer leading edge up then you can imagine how little the full back on the yoke elevators trailing edge up can do to counter it.
Probably just creates a pocket of turbulence.