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Partiality
Unfair Bias
Partiality in this context implies unfair support, suggesting someone is being treated better without a fair reason. 
Negative Connotation
This use of partiality often carries a negative tone, as it implies injustice or discrimination. 
In Professional Settings
Being accused of partiality at work can damage one's reputation, as it questions professional integrity. 