If chronic anxiety is a problem, certain training methods might help dogs overcome their fears or acclimate to situations. Your vet might also recommend medication like clomicalm. 3. White dog shaker syndrome. A serious illness might also cause your dog to shake or tremble. These movements are very different from the happy shakes and can usually be ruled out as anxiety-related since they’re not a reaction to specific stressors.