Synonyms for Distastefulness (same or very similar meaning)
WordNet sense 1 (extreme unpalatability to the mouth):
disgustingness, nauseatingness, sickeningness, unsavorinessWordNet sense 2 (the quality of being offensive):
odiousness, offensivenessFrom the ODE community, based on WordNetadd/edit