Stark has shrapnel surrounding his heart. The arc reactor powers a magnet which keeps the shrapnel from entering his heart and killing him. When the reactor comes out, he starts having the equivalent of a heart attack, which will actually cause rapid weakness, especially given the amount of time that passed before Stane let him out of the paralyzer.

Only top voted, non community-wiki answers of a minimum length are eligible