做恶人 or 当恶人 often means 'to be the one who delivers bad news or enforces unpopular rules' — not necessarily truly evil, just the person willing to say no.
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恶 (è) has the heart radical 心 at the bottom — evil comes from the heart. An 恶人 is a person with an evil heart.
