Yes the gauge gets 12V from fuse box on one side, then the reading from the sending unit comes in the other side. Plus there's a ground. I wonder if you have the 12V and sender wires crossed? Or if the sender wire is grounded it'll peg the gauge, but that should happen only with the key on. Is it getting power with the key off? A test light or voltmeter will tell.