While techniques exist to compute three dimensional Voronoi diagrams and their higher-order and generalized cousins, visualizing Voronoi diagrams and their underlying distance functions remains challenging. In this paper we specifically consider visual representations that take the form of shapes or sculptures formed from three dimensional iso-surfaces.