I suspect it's more like people brake at first like a startle reflex, but they only brake really hard once their brain does the calculus and full panic sets in. Then they can bend the brake pedal.
On a motorcycle this is actually a lifesaver that's a very natural reflex because you want to load the front suspension and tire before you almost lock it up.