What are Tremors? Tremors are involuntary movements, usually more noticeably in the hands. You can have a tremor if you are stressed, anxious, have a low blood sugar, or after taking a large amount of coffee. Tremors can also occur due to brain diseases like Parkinson's disease, multiple sclerosis, brain injury and stroke.