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Mulish
Negative Connotation
Describes a negative trait, often suggesting unreasonable or annoying persistence. 
Not Insulting
Can imply firmness without being offensive, but be careful with the context. 
Body Language
Often accompanies actions or facial expressions showing determination or defiance. 