I put my 2 weeks notice, but I just got a call from the new company telling me I'm not getting hired.

The Hiring Manager at the new job I was suppose to go to told me to put my two weeks in because I was going to get the position. The same day he told me that, I followed through and told my manager that it's time for me to put in my 2 weeks. This happened Thursday. Fast forward to today, I get a call from some lady telling me that the company decided not to hire me. I'm literally so scared/mad right now because there's stuff I need to pay. Is there a chance I can revoke my 2 weeks? I go to work in a couple hours, so any tips would be greatly appreciated.

edit: I went to work and had a chat with my boss. He's letting me stay because he says shit like that happens all the time, and he valued my work ethic.