The best analogy I've ever gotten is to think of an expanding balloon. Where on the surface of the balloon would you call the center? And if you imagine yourself standing on the surface while it expands, you will be still while all other points of the surface move away from you.

It's far from a perfect analogy, but probably the best way to visualize in human terms.