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Tantalize
Emotional Pull
Tantalize often involves an emotional reaction from the feeling of being teased. 
Frustration Hint
Using 'tantalize' suggests a mix of desire and frustration because of the tease. 
Not Negative
Though teasing, tantalize isn't always negative; it can excite and motivate. 