When I was a kid, my friends and I would periodically play Follow the Leader. One person would get out front and lead the rest through a number of tasks and those following would attempt to mimic exactly what he or she was doing.
This is an example of true leadership!
Leaders lead by example, not by telling others what to do. If you are following someone who is unwilling to be out in front leading the way, find another leader.