With reasoning, and logic. Phantom limb syndrome is a real thing. Extending that to a 'phantom stomach' that always reports that it is empty (missing) is not far fetched...
So 'know': no, no one knows what it's actually like to be a brain in the vat... but it's a reasonably good guess that you might experience something like this.