There are push to start circuits used for motors and then there are holding circuits that keep the unit running. This way the dryer stops if the circuit is open due to high temperature or end of the cycle. It seems as if the holding circuit (could be a rotary switch that stays closed while the dryer is running) or a holding circuit relay (stays closed until circuit is broken by the control) has failed.
