How Visual Styles Work (And How To Get Consistent Results)

A visual style controls how your video looks. It doesn't touch your story — the script still decides what happens; the style decides how it looks on screen.

• Story / script = what happens
• Visual style = how it looks

What happens when you attach a style to a Universe

When a Universe has a visual style selected:

1. New projects in that Universe use the style automatically.
2. Every scene is generated with that style direction.
3. Your script still drives the characters, actions, and locations.

The style you pick is the main visual direction for every scene in the project — it's worth getting right before you generate.

How your style shapes each image

For every scene, LongStories combines three things:

• Scene instructions from your script
• Character consistency references
• The reference images from your selected visual style

The style reference images are the most powerful of the three. If they look realistic, your video will look realistic. If they look like Pixar, your video will look like Pixar. Whatever visual language they speak, your scenes will speak it too.

Choosing strong style reference images

Your reference images should teach the look, not tell your story. A good style pack:

• Has several images, not just one.
• Varies the content — close-ups, wide shots, indoors, outdoors, different subjects.
• Stays in one style family. Every image should feel like it came from the same film.
• Uses clean, high-quality images — no text, logos, watermarks, or UI overlays (unless that's part of the style).

The golden rule: different subjects, same look. Variety in content teaches the model what your style looks like everywhere; consistency in look keeps your scenes from drifting.

Common mistakes

• Too few reference images.
• Images that are all nearly identical.
• Using frames from your specific story as style references.
• Mixing opposite looks in one pack (realistic + cartoon).
• Expecting stylized output from mostly realistic references.

Quick checklist before you generate

• The right visual style is selected on your Universe.
• The reference images actually show the look you want.
• They're varied, not near-duplicates.
• No conflicting images in the pack.
• Run a short test generation before committing to a full video.

FAQ

I picked a stylized style, but my scenes still look realistic. Why?
Almost always the reference images lean realistic, or there are too few of them and they're too similar. Fix the references first.

Should my style references include my story's characters?
Usually no. Style references teach the visual language, not the plot — your characters come from their own consistency references.

My style is off — what do I change first?
The style reference images. That one change gives the biggest improvement by far.

Updated on: 03/08/2026