That happens for all, I think it is by design, you'll just have to keep using the hotbar method or just roll with your new style switching back when you use your prefered styles abilities. Mix things up and make it hard for your oponent.
You can change MA styles by hitting the IL button again, but not change guns for some reason. However you can add the gun to your hotbar and click it to equip it.