Traditional social science research has been unable to satisfactorily aggregate individual level data to group, organization and systems levels, making it one of social science's biggest challenges, if not the most important (Giles, 2011). For game and social theory, we believe that the fault can be attributed to the lack of valid distance measures (e.g., the arbitrary ordering of cooperation and competition precludes a Hilbert space distance metric for gradations ...