Down in the dumps means sad or unhappy. It is the correct answer because this expression is used figuratively to describe feeling low in mood.

Examples:

• He was down in the dumps after losing the match.
• A kind word helped her feel less down in the dumps.
• Do not stay down in the dumps; try again.