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Give a dog a bad name
Metaphorical Use
The phrase is often used metaphorically to discuss reputation, not actual dogs. 
Negative Emotion
Using this phrase implies a strong negative emotion towards the action of harming reputation. 
Social Consequences
The phrase emphasizes the long-term social damage of rumors or slander. 