The temperature of deep water is around 3 or 4°C. However, in the Earth's crust, temperature increases with depth (e.g., 66°C in some underground mine). So, why would the water be cold?
If the heat is generated by the soil itself (say, radioactive potassium or whatever), even if such heating would not occur in water, one could expect it to happen in the soil just below the water, thus warming it but this does not happen (except for submarine volcanic activity but this is different).