In some cases, an underlying health condition may flare up when the dog is stressed causing bloody stools in dogs. For instance, when a dog is stressed conditions such as coccidiosis, pancreatitis, and inflammatory bowel disease may raise their ugly heads. How to Care for a Dog's Stress-Induced Diarrhea