An overlap coloring of a graph allocates colors to each vertex subject to the condition that any pair of adjacent vertices shares exactly colors. The overlap chromatic number of is the least number of colors required for such a coloring. The overlap chromatic numbers of bipartite graphs are easy to find; those of odd cycle graphs have already been established. In this paper, we find the overlap chromatic numbers of the wheel graphs.