If I'm closing a project and then just delete the project folder, after PyCharm restarts an empty project folder is created again.
Just follow these steps in order. They assume you currently have the project open in a PyCharm window:
I agree that PyCharm's handling of what should be a very simple procedure is crappy. Maybe this will be improved in the future?