In a constant state, but not really "not running". Big difference. "Not running" would be like pulling the power plug.
"even though the program did not run"
Seems to have nothing to do with power off or power on - it has to do with a program running.
You are right on. It's running, just at a lower state. If we had better measurements, my guess is that we would say it is "running."