Hangover shakes are when a person experiences uncontrollable tremors, usually in the hands, after a night of drinking. Tremors, which can affect the eyes, arms and head also, are a physical sign of the body experiencing alcohol withdrawal symptoms. When people are suffering from a hangover, the type of shakes they experience are likely to be mild tremors.