Most people experience sadness, the blues, or temporary depression at some point in their lives due to circumstances or changes. A depressive episode, however, is when you experience those same feelings with no apparent reason, for an extended period of time. Depression can be caused by genetics, trauma, stress, and some medications and illnesses.