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Perversity
Negative Connotation
Perversity often implies negative judgment and disapproval toward something that's abnormal. 
Unpleasant Unnaturalness
Use 'perversity' when describing something that is both unusual and unwelcome. 
Cultural Sensitivity
What is considered perversity can vary greatly between different cultures, be mindful of context. 