Make up for means to compensate for something. It is the correct answer because this expression is used figuratively to describe doing something good to balance a loss, mistake, or weakness.

Examples:

• He studied extra to make up for lost time.
• The team tried to make up for an early mistake.
• A kind apology can make up for rude words.