When you create a new document, you should be getting the same result as double-clicking on normal.dotm, your keyboard shortcuts should be available in the new document.

When you rename normal.dotm from Windows with Word closed and then open Word by any means, it will create a new (default) normal.dotm which you will see when you close Word.