I can't seem to find any kind of cancel button?

You can only cancel your wish after 2 hours after making it if it goes ungranted so I'd assume after that time passes a button will appear for it.

I made an outrageous wish just to see what happens. You have to refresh the page, even if two hours have passed. It then tells you you can keep your wish or change it.