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Rile
Emotional Charge
‘Rile’ often implies a strong emotional response but usually not extreme wrath. 
Usually Negative
Using 'rile' implies a negative experience or effect, try to avoid using it in a positive context. 
Intensity of Annoyance
‘Rile’ is more intense than ‘annoy’ but less than ‘enrage’. It's moderate irritation. 