An underwater mortgage, also known as an upside-down mortgage, is a house loan with a principle that is more than the home’s value. When property values decline, you still owe the original loan sum. Mortgages aren’t the only kind of debt that might become underwater. Loans for automobiles, motorcycles, and houseboats may all fall underwater.