I think what you are experiencing is NOT the system recovery but Windows trying to repair itself.
Booting from that hidden partition on your hard drive will NEVER be done automatically. You have to tell it to boot by following the instructions in the link I gave you.
Restoring the System Fully
In the event of a complete crash, press "Alt" and "F10" during the system's startup (as soon as you press the power button) to enter eRecovery mode. This returns your system to its factory settings, erasing all programs and personal files in the process. Only use this method as a last resort, when all other troubleshooting steps have been exhausted.