The phrase "to back off" means to withdraw, retreat or step back from a particular situation or action. It can be used both figuratively and literally. Figuratively, it means to stop pursuing something or someone aggressively, such as in the case of romantic advances or an argument. Literally, it refers to physically moving away from something or someone, for example, backing off from a confrontation or giving more space to someone who is feeling crowded.