But if your dog vomits in the morning, chances are you're not alone. Bilious vomiting, which is what this is called, is not terribly uncommon. Essentially, when stomach acid and bile build up in a dog's stomach, they can cause the dog to vomit. This typically happens after going for several hours without food.