An extensive body of evidence exists of the impact that specific edge labelings have on the communication complexity of distributed problems. It has been long suspected that these very different labelings share a common property, named Sense of Direction. In spite of the large amount of investigations, and of the obvious practical importance, a formal characterization of this property did not exist. In this paper, we finally provide a formal definition of Sense of Direction. We show that in Sense of Direction there is a very specific relationship between three factors: the labeling, the topological structure, and the local view that an entity has of the system. In a way, Sense of Direction is the capability of a node in the system to use the labeling to translate the local view of its neighbors into its own. Using the formal definition as an observational platform, we describe several properties which allow the translation process to be possible beyond the immediate neighborhood. Finally, we identify four general classes of labelings and analyze their properties; these classes include all the labelings used in the literature.