Is there a "proper" on-off switch on the PSU at the back of the PC? That's always easier than yanking the power out.
Opening up the PC case should tell you if it's the plastic push-button and / or spring / pushrod that's failed. Given that you say it feels locked solid & immovable, that's very likely. You may be able to unstick it and repair it.
SD