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Mousy
Personality Trait
Use 'mousy' to describe someone's quiet and unassuming personality, not just appearance. 
Not Negative
'Mousy' isn't inherently negative, but it doesn't imply confidence which is often valued. 
Often Overlooked
'Mousy' can suggest someone is easily overlooked or underestimated in groups. 