Hello,
Turbo Fan button may be stuck on. Otherwise, it should be silent after 2-3 minutes after leaving the game. The next possibility is that if the temperature value of your room is too high, it may also be caused by it. The last possibility is that the PC fan may be broken or there may be a problem with the Fan Bios settings.
Have you ever checked Bios settings?