Reid had been confident of his plan to give Hearts more of the ball and try to catch them on the break, but patient build-up play from the visitors caused him to abandon his tactics in the second half.
But with extra-time looming Cole struck to break home hearts with a clean finish from the edge of the area after Turner's error in judging a long ball forward.