Amazing overheating problem...desperate

Put the water in before you leave home.( hilarious laughter)

Sounds like the initial surge of hot water cannot get through to the bottom of the rad,fast enough. Maybe a water flow-thru test will see it. Next time out, before you pop the top, grab the lower hose and see if it's still cold. Then work your way up the rad. Or bring an IR gun.