Rotate all circle after clicking on one circle

Are you looking to make the circles move around a point in the center of the slide or spin in place?

I've gone ahead and attached a file showing 3 different ways to achieve the latter.

Circle A is a 1px X 1px circle motion path with the "Orient Shape to Path" option enabled. This method is the easiest to implement and trigger but you'll notice a slight wobble to the spin.

Circle B uses the Spin entrance animation. When the button is clicked, a separate layer is revealed, showing an identical version of the shape. It is set with a 2-second spin entrance animation. The entire layer then hides after 2 seconds. 

Circle C has a custom state called "spin." This state includes a copy of the shape that is set with the same 2-second entrance as circle B. The drawback here is that it will only work once. The slide will have to be reset before you can spin the shape a second time. 

Could you upload a copy of the .story file?