What is exactly mocking in unit testing?

I am trying to test an http server functionality and this is the first time I get exposed to the notions of mocks, stubs and fakes. I'm reading this book that it says mocking is describing the state of a complex object at a certain moment, like a snapshot, and testing the object as it is actually the real one. right? I understand this. what I don't understand is what is the point of writing unit tests and assertions of certain cases that we fully describe in the mock object. If we set the expectations of arguments and return values on the mocking object, and we test for those exact values, the test will always pass. Please correct me. I know I am missing something here.