You also said the answer yourself. “You can only go to see the edge of your eye socket”. It would have no evolutionary benefits for us to be able to move then more, because we are some of the lucky ones that have eyelids.
But short answer. The muscles controlling the eye, has a limit of how much they can move the eyes.