Back out means to withdraw from a promise or agreement. It is the correct answer because this expression is used figuratively to describe refusing to continue with something already agreed.

Examples:

• He promised to help but decided to back out.
• Do not back out after joining the debate team.
• She had to back out of the trip because she was ill.