Controlling LLM Prose

Explanation

Distance Is a Dial

Point of view as a continuous setting, not a switch

Every narrated sentence sits at some distance from its subject. The camera can hover at a historian’s altitude or press so close it dissolves into raw thought. Most writers treat this as a binary—“third person” or “first person”—but the useful truth is that distance is continuous.

John Gardner’s five-level scale makes the dial visible: Level 1 reports from far away and objective; each descending level tightens the lens until Level 5 is pure consciousness. Free indirect discourse is the technique that lets you sit at Level 4 without announcing it, fusing the narrator’s grammar with the character’s idiom. Internal focalization enforces the limit that makes closeness feel earned: the reader knows only what the viewpoint character perceives.

Naming a target level—and gliding between adjacent levels rather than jumping—turns point of view from an accident of drafting into an instrument.

Example

One man, one train, three distances.
  • Level 1 (remote)

    It was the winter of 1853. A large man stepped from the train.

  • Level 3 (colored)

    Henry hated winters like this; the cold cut straight through him.

  • Level 5 (raw)

    Cold. Cold everywhere. Get inside. Move—