If G is a graph with vertex set V , let Conf sink n (G, V ) be the space of n-tuples of points on G, which are only allowed to overlap on elements of V . We think of Conf sink n (G, V ) as a configuration space of points on G, where points are allowed to collide on vertices. In this paper, we attempt to understand these spaces from two separate, but closely related, perspectives. Using techniques of combinatorial topology we compute the fundamental groups and homology groups of Conf sink n (G, V ) in the case where G is a tree. Next, we use techniques of asymptotic algebra to prove statements about Conf sink n (G, V ), for general graphs G, whenever n is sufficiently large. It is proven that, for general graphs, the homology groups exhibit generalized representation stability in the sense of [R2].