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---
license: other
language: en
tags:
  - research-only
  - non-commercial
  - academic
  - free
  - vad
  - 5c
  - narrative
  - emotion
  - timeseries
  - webnovel
  - arr
pretty_name: Webnovel Narrative Emotion  5c Free (Research-Only, ARR)
status: active
schema_version: 1.5c.open-arr
see_also:
  - 7c Core (No-fee, Access Request)
---

> **Try the PV Peak/Valley Explorer**  
> 🔗 **PV Radar (Beta) Space**: https://huggingface.co/spaces/jsisonou/narrative-engine-pv-radar-beta  
> Use this dataset’s sample files to test:
> - **Curve Mode**: upload `book_curve.scene.csv` → Run  
> - **Text Mode**: paste one scene per line → Run  
> You’ll get `pv_pred` (per-scene labels), `arc_summary` (global peak/valley), and score curves.  
> *Assistive only; human-in-the-loop. No model weights or training recipes are exposed.*

---

⚠️ This repository is no longer maintained.  
👉 Please visit the new repository: [Narrative Engine Emotion (5c)](https://huggingface.co/datasets/jsisonou/narrative-engine-emotion-5c)


**Open access (no fee) for academic & non-commercial research**. For extended 
columns (`conf`, `plot_break`), request no-fee access to the 7c tier 
→ [7c Core (No-fee, Access Request)](https://huggingface.co/datasets/jsisonou/webnovel-emotion-7c-core)

---

| Tier     | Columns                                        | Access                       |
|----------|------------------------------------------------|------------------------------|
| 5c       | scene_idx, valence, arousal, dominance, label | Open (no fee)                |
| 7c       | 5c + conf, plot_break                          | No-fee (access request)      |

---

> **Try the PV Peak/Valley Explorer**  
> 🔗 **PV Radar (Beta) Space**: https://huggingface.co/spaces/jsisonou/narrative-engine-pv-radar-beta  
> Use this dataset’s sample files to test:
> - **Curve Mode**: upload `book_curve.scene.csv` → Run  
> - **Text Mode**: paste one scene per line → Run  
> You’ll get `pv_pred` (per-scene labels), `arc_summary` (global peak/valley), and score curves.  
> *Assistive only; human-in-the-loop. No model weights or training recipes are exposed.*


# What’s inside (5 columns)
- `scene_idx` — integer index (monotonic)
- `valence`   — [-1.0, 1.0]
- `arousal`   — [0.0, 1.0]
- `dominance` — [0.0, 1.0]
- `label`     — {joy, sadness, anger, fear, disgust, surprise, trust, anticipation}

No raw narrative text is included.

# Sample (CSV)

```
scene_idx,valence,arousal,dominance,label
1,0.12,0.55,0.48,anticipation
2,-0.42,0.64,0.51,fear
3,0.58,0.47,0.46,joy

```

# Files

- `data/v1_0/vol01/ep001/5c_curve.csv` — dataset (5 columns)
- `schema/public_contract.schema.json` — optional machine-readable interface
- `LICENSE.txt` — JsisOn License (ARR, research-only, non-commercial)

---

## Licensing
- License: **JsisOn License (ARR)** — non-commercial research/review only
- Prohibited without explicit permission: redistribution, commercial use, training of
  general-purpose foundation models
-  Contact: [ai@batalstone.com](mailto:ai@batalstone.com) (collaboration/permission requests)

---

## Citation
If you use this dataset in academic work, please cite:

@dataset{batalstone_emotion_5c_free_arr_2025,
  author    = {Liia Black},
  title     = {Webnovel Narrative Emotion — 5c Free (Research-Only, ARR)},
  year      = {2025},
  publisher = {JsisOn OÜ}
}