| scene_idx
				 int64 1 14 | valence
				 float64 0.05 0.95 | arousal
				 float64 0.3 0.95 | dominance
				 float64 0.1 0.9 | label
				 stringlengths 3 14 | 
|---|---|---|---|---|
| 1 | 0.75 | 0.6 | 0.9 | 
	pride | 
| 2 | 0.2 | 0.925 | 0.5 | 
	anger | 
| 3 | 0.43 | 0.83 | 0.41 | 
	astonishment | 
| 4 | 0.388 | 0.75 | 0.312 | 
	nervousness | 
| 5 | 0.175 | 0.783 | 0.333 | 
	tension | 
| 6 | 0.2 | 0.9 | 0.3 | 
	fear | 
| 7 | 0.63 | 0.61 | 0.46 | 
	longing | 
| 8 | 0.3 | 0.6 | 0.3 | 
	worry | 
| 9 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 1 | 0.3 | 0.6 | 0.3 | 
	worry | 
| 2 | 0.2 | 0.95 | 0.4 | 
	anger | 
| 3 | 0.4 | 0.5 | 0.3 | 
	confusion | 
| 4 | 0.425 | 0.9 | 0.525 | 
	astonishment | 
| 5 | 0.75 | 0.675 | 0.55 | 
	fascination | 
| 6 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 7 | 0.9 | 0.5 | 0.8 | 
	compassion | 
| 8 | 0.9 | 0.5 | 0.733 | 
	grateful | 
| 1 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 2 | 0.7 | 0.6 | 0.6 | 
	interest | 
| 3 | 0.2 | 0.8 | 0.4 | 
	tension | 
| 4 | 0.7 | 0.6 | 0.6 | 
	interest | 
| 5 | 0.45 | 0.875 | 0.35 | 
	astonishment | 
| 1 | 0.8 | 0.5 | 0.6 | 
	hope | 
| 2 | 0.225 | 0.825 | 0.45 | 
	tension | 
| 3 | 0.2 | 0.95 | 0.2 | 
	shock | 
| 4 | 0.77 | 0.58 | 0.5 | 
	sympathy | 
| 5 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 6 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 7 | 0.183 | 0.5 | 0.333 | 
	disappointment | 
| 8 | 0.1 | 0.4 | 0.2 | 
	sorrow | 
| 1 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 2 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 3 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 4 | 0.1 | 0.8 | 0.45 | 
	tension | 
| 5 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 6 | 0.3 | 0.6 | 0.5 | 
	annoyed | 
| 7 | 0.7 | 0.6 | 0.6 | 
	interest | 
| 8 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 9 | 0.9 | 0.6 | 0.6 | 
	amusement | 
| 10 | 0.3 | 0.6 | 0.3 | 
	worry | 
| 11 | 0.15 | 0.7 | 0.6 | 
	resentment | 
| 12 | 0.183 | 0.883 | 0.283 | 
	fear | 
| 13 | 0.3 | 0.6 | 0.5 | 
	annoyed | 
| 14 | 0.85 | 0.4 | 0.7 | 
	relief | 
| 1 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 2 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 3 | 0.55 | 0.95 | 0.6 | 
	astonishment | 
| 4 | 0.2 | 0.95 | 0.4 | 
	anger | 
| 5 | 0.05 | 0.7 | 0.1 | 
	despair | 
| 1 | 0.3 | 0.6 | 0.3 | 
	worry | 
| 2 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 3 | 0.6 | 0.55 | 0.45 | 
	longing | 
| 4 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 5 | 0.75 | 0.6 | 0.7 | 
	curiosity | 
| 6 | 0.2 | 0.9 | 0.3 | 
	fear | 
| 1 | 0.483 | 0.667 | 0.433 | 
	longing | 
| 2 | 0.54 | 0.66 | 0.54 | 
	longing | 
| 3 | 0.45 | 0.6 | 0.55 | 
	irritation | 
| 4 | 0.443 | 0.736 | 0.464 | 
	impatience | 
| 5 | 0.225 | 0.65 | 0.4 | 
	envy | 
| 6 | 0.15 | 0.5 | 0.3 | 
	hurt | 
| 7 | 0.75 | 0.525 | 0.75 | 
	curiosity | 
| 8 | 0.693 | 0.607 | 0.543 | 
	interest | 
| 9 | 0.664 | 0.529 | 0.486 | 
	sympathy | 
| 10 | 0.3 | 0.6 | 0.3 | 
	worry | 
| 1 | 0.35 | 0.6 | 0.55 | 
	irritation | 
| 2 | 0.662 | 0.475 | 0.562 | 
	absorption | 
| 3 | 0.65 | 0.5 | 0.6 | 
	absorption | 
| 4 | 0.167 | 0.9 | 0.333 | 
	fear | 
| 5 | 0.45 | 0.6 | 0.55 | 
	irritation | 
| 6 | 0.55 | 0.55 | 0.5 | 
	longing | 
| 7 | 0.183 | 0.667 | 0.467 | 
	bitterness | 
| 8 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 1 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 2 | 0.35 | 0.731 | 0.537 | 
	impatience | 
| 3 | 0.375 | 0.95 | 0.45 | 
	anger | 
| 4 | 0.51 | 0.72 | 0.64 | 
	anticipation | 
| 5 | 0.4 | 0.595 | 0.485 | 
	irritation | 
| 6 | 0.267 | 0.6 | 0.283 | 
	worry | 
| 7 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 1 | 0.542 | 0.621 | 0.537 | 
	longing | 
| 2 | 0.75 | 0.49 | 0.7 | 
	trust | 
| 3 | 0.393 | 0.729 | 0.407 | 
	impatience | 
| 4 | 0.588 | 0.525 | 0.55 | 
	longing | 
| 1 | 0.2 | 0.5 | 0.325 | 
	disappointment | 
| 2 | 0.25 | 0.8 | 0.3 | 
	nervousness | 
| 3 | 0.328 | 0.694 | 0.406 | 
	envy | 
| 4 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 5 | 0.3 | 0.6 | 0.3 | 
	worry | 
| 1 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 2 | 0.2 | 0.586 | 0.307 | 
	guilt | 
| 3 | 0.45 | 0.533 | 0.433 | 
	confusion | 
| 4 | 0.5 | 0.5 | 0.5 | 
	longing | 
| 5 | 0.7 | 0.512 | 0.637 | 
	absorption | 
| 1 | 0.65 | 0.5 | 0.6 | 
	absorption | 
| 2 | 0.213 | 0.675 | 0.425 | 
	jealousy | 
| 3 | 0.2 | 0.95 | 0.4 | 
	anger | 
| 4 | 0.483 | 0.533 | 0.383 | 
	confusion | 
| 1 | 0.2 | 0.8 | 0.4 | 
	tension | 
| 2 | 0.35 | 0.6 | 0.45 | 
	annoyed | 
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 getpv_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)
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)
| 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 getpv_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: [email protected] (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} }
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