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Underbelly
Metaphorical Use
Often used metaphorically to discuss hidden or negative aspects of something that seem better on the surface. 
Negative Connotation
'Underbelly' typically has a negative connotation, implying something unsavory or undesirable. 
Public vs Private
Refers to what is not immediately visible or presented to the public, usually hidden intentionally. 