Calm down is an idiom, and its Chinese meaning is: Calm: not in a hurry, calm; not urgent: not in a hurry. Describes a calm attitude, unhurried, calm and collected.
According to its meaning, its antonyms mainly include: trembling with fear, pale face, panicked, at a loss, on pins and needles, confused, flustered, frightened, panicked.