EVs aren't the stat gains themselves, EVs are just the values that influence it. For every 4 EVs you get in a stat, that stat is 1 point higher at lv. 100 than it would've been without those 4 EVs. The stat gains you get from EV training are spread evenly among the 100 levels, so the change in stat is gradual. Does this clear things up?