Chocolate contains theobromine. Theobromine, a caffeinelike molecule that increases blood flow to the brain, is so hard for dogs to process that they can easily eat enough to be poisonous. Few dogs eat fatal amounts of chocolate, but smaller doses can still cause seizures and other symptoms.