And what is that, exactly -- aside from the tautological "the thing that continues after death"?
Just picture your body as a shell that contains your consciousness, your thoughts, your emotions, everything that makes you a person. What is contained within the shell is your soul. And, no, I am not talking about tangible things, it is the intangible things that you cannot touch.