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Fascinate
Strong Attraction
Use 'fascinate' when something intensely interests you, beyond casual curiosity. 
Emotional Grip
'Fascinate' implies that the subject has a powerful emotional hold on a person. 
Not Always Positive
While often positive, 'fascinate' can also reflect a negative or darker interest. 