Depending on your location, there are several Math Circles all around the country. Our local ones focus on fun math and concepts that provoke mathematical thinking and problem solving. They are not academic oriented but provide a lot of fodder for the young mathematician to think upon. Each one has its own agenda and run in a different way.
www.mathcircles.org