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Diatribe
Negative Connotation
The word 'diatribe' always implies strong disapproval or dissatisfaction towards the subject. 
Intensity of Emotion
'Diatribe' suggests that the speaker has intense feelings, usually anger or frustration. 
Criticism Length
A 'diatribe' often refers to a long, detailed criticism, not just a brief negative remark. 