If the negative terminal on the voltmeter is connected to the negative electrode (the anode) of the battery, and the positive terminal of the voltmeter is connected to the positive electrode (the cathode) of the battery, then the voltmeter will show a positive voltage. If reversed a negative voltage will be shown.

You can easily review this using the model on page 2.