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Abnormal
Negative Connotation
Often implies something is wrong or undesirable, can carry a negative judgment. 
Context Matters
The idea of 'abnormal' can change based on societal norms and context. 
Potential Severity
Describing something as 'abnormal' can suggest a range from slightly odd to extremely serious. 