The most appropriate response to the question "What do characters do for a story?" is:
They create the action.
Characters are essential in driving the plot forward through their decisions, motivations, and interactions, which create the action of the story. However, the other responses also have merit in different contexts, as characters can reveal the setting, help reveal the theme, and play a role in explaining the plot.