From heat to electricity
Electric output is thermal power times plant efficiency. For a steam cycle limited to the temperatures a water reactor can reach, efficiency is about 33 percent, so a reactor making roughly 3,400 MW of heat delivers about 1,100 MW of electricity.
The rest of the heat must go somewhere. That is why nuclear plants sit by rivers, lakes or the sea, or use cooling towers.
A deliberately simple model
Real reactor power is controlled by rods, boron dissolved in the coolant and strong temperature feedback, and it does not fall in a straight line with rod depth. This model maps insertion to power linearly so the energy bookkeeping stays visible. Even fully shut down, fuel keeps making decay heat that must be cooled.