What does it Mean to "Show Not Tell?"

A familiar axiom of writing is “show, don’t tell”. We hear it everywhere: from teachers, in articles, in writing workshops. For a long time, I had no idea what it actually meant. What do you mean, don’t tell? Aren’t we storytellers? My natural inclination was to sit down and tell what happened; hovering above my…