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Set your face against somebody/something
Emotional Weight
Conveys strong personal conviction against something, suggesting an unyielding stance. 
Figurative Meaning
It's a metaphorical expression, not about one's literal face, but one's firm attitude. 
Serious Contexts
Used mainly in serious or formal discussions about opposition to ideas or actions. 