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Contagion
Negative Connotation
The term often implies negative influence, especially in social or ideological contexts. 
Metaphorical Use
It's used metaphorically to describe the rapid spread of ideas or behaviors. 
Figurative Speech
In non-medical contexts, 'contagion' is often figurative, not literal. 