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Phrase(s): rule with a velvet glove
Fig. to rule in a very gentle way. • She rules with a velvet glove, but she gets things done, nonetheless. • He may appear to rule with a velvet glove, but he is really quite cruel.
McGrawhill's American Idioms And Phrasal Verbs