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Monomania
Negative Connotation
Monomania suggests an unhealthy, excessive interest beyond normal hobby levels. 
Not Clinical
Used in everyday language, not necessarily referring to a medical condition. 
Potential Disapproval
Monomania often implies others might view the behavior as odd or excessive. 