In some cases, the trembling is no cause for concern, but in others, it may signal that your dog is cold or suffering from a health problem. Some of the health problems that will trigger shaking are quite serious. For example, shaking or trembling may be a sign of seizures or epilepsy, or it may even indicate that your dog is in severe pain.