Synonyms for Remoteness (same or very similar meaning)
WordNet sense 1 (the property of being remote):
farawayness, farnessWordNet sense 2 (a disposition to be distant and unsympathetic in manner):
aloofness, standoffishness, withdrawnnessFrom the ODE community, based on WordNetadd/edit