Why does this input pin stay high?
Correct.

Add a pulldown resistor to discharge the  parasitic gate-source capacitance of the input MOSFETs of the flip-flop.

It can't drain backwards through the diodes when the anode of D1 and D2 go LO so once charged HI it stays HI.