Without knowing your motherboard model.
Some motherboards will have a jumper and others a bios option to power the PS2 and a couple USB connectors off of the 5vsb or 5 volt stand by circuit from the power supply. Which is still supplying power when the computer is off, but not when the power supply is turned off by its switch.
This allows for charging devices by USB or to start the computer by mouse or keyboard buttons.