Intense depression & misery without any cause is
Melancholia:- Melancholia is severe depressive state with psychomotor retardation. Ref:- Kaplan & Sadock's Synopsis of Psychiatry 10th edition; Pg num:- 1892
Melancholia
Mania
Schizophrenia
Major depressive disorder
Schizophrenia and other psychotic disorders