the 120 is probably more intended for the taller guys with longer arms, that being said. If you have short(er) arms you probably need a smaller stem. But along those same lines, what is the reach of your bars? Take it back and see if you could swap it out for a smaller one(stem).
Why manufacturers think bigger components for bigger bikes is beyond me.