A rough diamond means a good person with an unpolished manner. It is the correct answer because this expression is used figuratively to describe someone who has valuable qualities though they may seem rough or informal.

Examples:

• The new player is a rough diamond with great talent.
• He speaks bluntly, but he is a rough diamond.
• The coach saw a rough diamond in the shy runner.