Could the superheating be related to the supercooling phenomenon, where water is below freezing, but remains liquid, because there are no particles to serve as foci for ice to grow. Stirring would provide the opportunity for the ice to form, and the water can freeze completely and suddenly. Perhaps steam also requires centres to form, in the same way as raindrops require seeding.

Penny