melancholia: extreme depression characterized by tearful sadness and irrational fears
depression: a mental state characterized by a pessimistic sense of inadequacy and a despondent lack of activity
valediction: a farewell oration (especially one delivered during graduation exercises by an outstanding member of a graduating class)