Shaking The most common hand symptom of anxiety is a restless shaking. This shaking has an obvious cause. When you suffer from anxiety, your body rushes with adrenaline - a hormone that gives your body a tremendous amount of energy, which - when unused - leads to physical agitation. That causes your hands and legs to shake, often visibly.