Meaning: This sentence portrays someone nervously opening a package that contains something unknown or puzzling.
Choice of Words: Trembling means shaking or quivering, and hands are the parts of the body used for holding and touching. Mysterious means strange or puzzling, and a package is a wrapped-up object. Putting them together, we can imagine someone opening a strange or unknown object with shaking hands.