Question: why was ulfric at darkwater crossing?
Answer: While they may have been ambushed near the border, they were likely trying to hide & pass relatively unnoticed. The player is the one caught along/closer to the actual border. If the Stormcloaks really were/wanted to be so close to the border, it would be because they would want to take the Jerralls.