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Adjective: quivery
  1. Vibrating slightly and irregularly; as e.g. with fear, cold or like the leaves of an aspen in a breeze
    "Her quivery hands struggled to hold the cup steady";
    - shaky, shivering, trembling, atremble, aquiver

See also: unsteady