On the PXB series, does the output automatically turn on again when the OUTPUT OFF signal is released?

No. Releasing the OUTPUT OFF signal does not automatically turn the output on.

To turn the output on, apply the OUTPUT ON signal.

For details, refer to the User's Manual.