Dark circles under a baby's eyes are generally not a sign of illness or lack of sleep in children. In fact, the most common cause of dark, slightly bluish circles under the eyes is a stuffy nose, which causes the veins around the eyes to become larger and darker. So how are dark circles under the eyes treated in children?