There are many reasons why a Chihuahua shakes. This breed has a high metabolism which may cause them to shake as they burn off calories. Some dogs shake when they are anxious or overly excited to see you. Most commonly — due to their small size — the tiny creature may be cold! Pet parents of Chihuahuas should consider purchasing cute coats and stylish sweaters to keep them warm during the winter months.