I have a 1961 Plus 4. My temperature gauge should be identical to yours -- cream-faced cluster, positive ground.
When the the power is off, the needle moves all the way up beyond HOT. When you turn the power on, the needle slowly drops all the way to COLD.
I would not try to bend the needle. These gauges are very rare and no common car used the same gauge-sender combination.