Hi Bill,
I've always thought the center of pressure moves aft when you go supersonic while the center of gravity doesn't move, thereby causing a nose-down pitching moment.
If the tail gets blanked by the shock wave, it becomes impossible to pull up until the airflow reattaches.
If you aren't supersonic, and you speed up, a stable aircraft will nose up in order to maintained trim airspeed.