What instruments help to convey this mood?

Instruments like strings, piano, and woodwinds are commonly used to convey a melancholic mood. These instruments have the ability to create a sense of longing and introspection through their haunting and emotional tones. Incorporating these instruments in a composition can help to evoke the desired mood effectively.