Float sticks open and fuel pours into the motor. Too much fuel and a cylinder stops firing. Fuel fills the cylinder and "hydraulics" preventing valves from opening and subsequently bends a pushrod or two. Engine starts and tosses those lifters out of their bores. Now you have no oil pressure and no resistance in the pump.

Pull the valve covers before you crawl under to check the relief valve.