(1) What happens if I do not leave?
As you are already aware, you are subject to deportation.
(2) Is immigration lenient / understanding in this kind of situation?
No, they are not.

It would be in your best interests to consult an immigration attorney immediately, on the chance that you are not able to obtain a new employment visa.