When Alison Wood Brooks of Harvard Business School performed the experiment, she discovered that the second scenario caused the response rate to jump 422 percent. Those six words—I’m so sorry about the rain—transformed people’s behavior. They functioned exactly the way Steve’s tip did in the puzzle experiment. They were an unmistakable signal: This is a safe place to connect. You hand over your cellphone—and create a connection—without thinking.