I've been saying "because it reduces the value of the advantage die." But what I really mean is, "so that there's still doubling on round 1 and (especially, given the advantage die) round 2." Rolling more dice = every action sequence goes all the way to round 3.
-Vincent
Nice. That clears up my inner whiny "whyyyyy..."