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Scruple
Moral Dilemma
Use 'scruple' when describing an ethical or moral hesitation. 
Negative Connotation
'Having no scruples' implies that someone is unprincipled or lacking morality. 
Often Plural
'Scruples' is commonly used in the plural form to discuss doubts or hesitations. 