Personally I find that dice have a limited amount of 20s on them, and every 20 you roll knocks that count one closer to zero. When it hits zero the die can't roll any more 20s, luckily rolling a 1 will add another charge onto that limit.

That and my dice will always roll 1s on Move Silently checks made while invisible.