gradually change your posture or tone of voice. Does the other person follow you after a few minutes? If he does not, simply go back and pace again. Then try a different lead and make the change less radical. If, when you attempt to lead someone, he does not follow, it simply means you do not have enough rapport yet. Develop more rapport and try again.
