Some of the more common causes of dark circles under the eyes include: 1  Heredity. 2  Allergies. 3  Sleep deprivation is the most common cause, and the easiest to prevent, but 4  …. Oversleeping can also cause dark eye circles. 5  Eczema. Stress.  As we get older, our skin becomes thinner.