Thanks for your reply.
As I was reading it, I realize what I have done. I was being dumb - I guess I just had to walk away from it:
I had initially only put power to the center 2 pins, to power the logic, so that I could load the firmware. I totally forgot that this board has motor power on separate pins.
I just put power to the motor pins, and everything appears to be working now.