TPVs don't rely solely on the temperature of an object being high, they instead rely on two objects on either side having different temperatures. As heat moves[1] from one side to the other some of the energy from that movement is turned in to electricity.

[1]: Technically the movement itself is heat, the objects don't contain heat, rather they contain internal energy, but the two get mixed up more often than not.