Are you clicking the boulder or clicking the slingshot in the bottom left? You need to click the boulder (if you click the top of the boulder the slingshot will bump it down, if you click the bottom of the boulder the slingshot will bump it up)
If you are clicking the boulder and not the slingshot, what platform are you on? I don't think anyone else has had your issue yet but I will poke around.