Why does the MOSFET in this circuit stay ON after a momentary trigger?
The mosfet gate is a capacitor, it will hold voltage (a charge) for a long time, during this time the mosfet will be "on".

How long depends on how well insulated everything is how clean it is and the ambient relative humidity.

Get a mosfet and try it yourself.