Datasets:

jsisonou
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webnovel-narrative-emotion

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smoke
Non-Commercial Research License
- research/evaluation only
- no commercial use
- no redistribution, no re-labeling, no reverse-engineering
# Ep001_v1_0 · FREE
Minimal VAD emotion curves (7 columns). Narrative text & symbolic tags are NOT included.
- Curve columns: scene_idx, valence, arousal, dominance, label, conf, neutral_distance
- Sample masked JSONL: included
For PRO edition (full text + tags + high-res tracks), see Snowflake / License page.
{
"name": "Ep001_v1_0",
"kind": "free_bundle",
"schema": [
"scene_idx",
"valence",
"arousal",
"dominance",
"label",
"conf",
"neutral_distance"
],
"source_files": {
"curve_csv": "/mnt/F/MYSTORYTELLER/project_root/data_aws/en/Ep001/_free_tmp/emotion_curve.csv",
"scenes_plus_tags_json_exists": true,
"scenes_jsonl_exists": true
},
"sha256_curve": "208c3a6ab27df15e644debe0f37662401f4697845094e514dac383e0b91008fd",
"created_utc": "2025-08-21T09:49:16.485063+00:00",
"license": "Non-Commercial Research License (no-redistribution, no-relabeling, no-reverse-engineering)"
}
scene_idx,valence,arousal,dominance,label,conf,neutral_distance
1,0.75,0.6,0.9,pride,1.0,
2,0.2,0.925,0.5,anger,0.705492,
3,0.43,0.83,0.41,astonishment,0.586948,
4,0.388,0.75,0.312,nervousness,0.579233,
5,0.175,0.783,0.333,tension,0.789985,
6,0.2,0.9,0.3,fear,1.0,
7,0.63,0.61,0.46,longing,0.854314,
8,0.3,0.6,0.3,worry,1.0,
9,0.5,0.5,0.5,longing,0.595939,
{"scene_id": "Ep001_scene_01", "text_preview": "1.\nThe Story of Panum, Ancient Historian of Batal Stone\t\n10,000 Years Ago in a Komi (Bear) Tribe Village\nIn a sprawling ...", "text_masked": true, "text_len_chars": 3325, "emotions": {"valence": 0.75, "arousal": 0.6, "dominance": 0.9, "label": "pride", "label_distance": 1e-06, "label_distance_raw": 0.0, "conf": 1.0, "neutral_distance": 0.4821825380496478}, "plot_break": false}
{"scene_id": "Ep001_scene_02", "text_preview": "Hmm...\nAbout ten years old?\nHis skin was red, and his hair was jet black.\nDespite his young age, he had a staff.\nThe clo...", "text_masked": true, "text_len_chars": 2157, "emotions": {"valence": 0.2, "arousal": 0.925, "dominance": 0.5, "label": "anger", "label_distance": 0.10307764064, "label_distance_raw": 0.10307764064, "conf": 0.705492, "neutral_distance": 0.5202163011671203}, "plot_break": true}
{"scene_id": "Ep001_scene_03", "text_preview": "The deputy chieftain roared as he charged at the boy.\nAt that moment, the boy shouted.\n\"Kneel before me, all of you!\"\nHu...", "text_masked": true, "text_len_chars": 4193, "emotions": {"valence": 0.43, "arousal": 0.83, "dominance": 0.41, "label": "astonishment", "label_distance": 0.144568322948, "label_distance_raw": 0.144568322948, "conf": 0.586948, "neutral_distance": 0.34914180500192177}, "plot_break": false}
Non-Commercial Research License
- research/evaluation only
- no commercial use
- no redistribution, no re-labeling, no reverse-engineering
# Ep002_v1_0 · FREE
Minimal VAD emotion curves (7 columns). Narrative text & symbolic tags are NOT included.
- Curve columns: scene_idx, valence, arousal, dominance, label, conf, neutral_distance
- Sample masked JSONL: included
For PRO edition (full text + tags + high-res tracks), see Snowflake / License page.
{
"name": "Ep002_v1_0",
"kind": "free_bundle",
"schema": [
"scene_idx",
"valence",
"arousal",
"dominance",
"label",
"conf",
"neutral_distance"
],
"source_files": {
"curve_csv": "/mnt/F/MYSTORYTELLER/project_root/data_aws/en/Ep002/_free_tmp/emotion_curve.csv",
"scenes_plus_tags_json_exists": true,
"scenes_jsonl_exists": true
},
"sha256_curve": "de82e4a6cba748189986fb1786e7f21929ac27e6b9331d3f75106fe01e66a23d",
"created_utc": "2025-08-21T14:39:32.810915+00:00",
"license": "Non-Commercial Research License (no-redistribution, no-relabeling, no-reverse-engineering)"
}
scene_idx,valence,arousal,dominance,label,conf,neutral_distance
1,0.3,0.6,0.3,worry,1.0,
2,0.2,0.95,0.4,anger,1.0,
3,0.4,0.5,0.3,confusion,1.0,
4,0.425,0.9,0.525,astonishment,0.583503,
5,0.75,0.675,0.55,fascination,0.785714,
6,0.5,0.5,0.5,longing,0.595939,
7,0.9,0.5,0.8,compassion,1.0,
8,0.9,0.5,0.733,grateful,0.905714,
{"scene_id": "Ep002_scene_01", "text_preview": "Kim Tan, the Hero of the Future\nEverything has a unique frequency.\nThis applies to all things and to every human being.\n...", "text_masked": true, "text_len_chars": 2209, "emotions": {"valence": 0.3, "arousal": 0.6, "dominance": 0.3, "label": "worry", "label_distance": 1e-06, "label_distance_raw": 0.0, "conf": 1.0, "neutral_distance": 0.30000000000000004}, "plot_break": false}
{"scene_id": "Ep002_scene_02", "text_preview": "The foreman couldn’t take it anymore.\nDetermined to set him straight, he called out to Ma Young-sik with the defective p...", "text_masked": true, "text_len_chars": 1415, "emotions": {"valence": 0.2, "arousal": 0.95, "dominance": 0.4, "label": "anger", "label_distance": 1e-06, "label_distance_raw": 0.0, "conf": 1.0, "neutral_distance": 0.55}, "plot_break": false}
{"scene_id": "Ep002_scene_03", "text_preview": "Panting heavily, Ma Young-sik stood before the foreman, who immediately began berating him without giving him a moment t...", "text_masked": true, "text_len_chars": 1864, "emotions": {"valence": 0.4, "arousal": 0.5, "dominance": 0.3, "label": "confusion", "label_distance": 1e-06, "label_distance_raw": 0.0, "conf": 1.0, "neutral_distance": 0.22360679774997896}, "plot_break": false}
Non-Commercial Research License
- research/evaluation only
- no commercial use
- no redistribution, no re-labeling, no reverse-engineering
# Ep003_v1_0 · FREE
Minimal VAD emotion curves (7 columns). Narrative text & symbolic tags are NOT included.
- Curve columns: scene_idx, valence, arousal, dominance, label, conf, neutral_distance
- Sample masked JSONL: included
For PRO edition (full text + tags + high-res tracks), see Snowflake / License page.
{
"name": "Ep003_v1_0",
"kind": "free_bundle",
"schema": [
"scene_idx",

End of preview. Expand in Data Studio

Legacy Preview (9c) — Archived.
Open research → 5c Free (ARR)
Contract/stable → 7 core stable

Archived Notice (EN)

This repository is a Legacy Preview (9c) derived from our Pro pipeline and is now archived.
Schema may change and will not be updated.
For stable/contract use, see 7c Core Stable. For richer but still stable data, see 15c Extended.

Provenance

Source Universe: Batalstone Universe (author-owned IP).
Derivation: Downstream-safe transform from internal Pro pipelines; no raw narrative text in public artifacts
Exclusions: proprietary columns, full text, and any personally identifying content

Ethical Use

Research and model evaluation are permitted under the stated license (non-commercial)
Redistribution or model training for products/services requires a separate agreement (see LICENSE)

What this is (9c · Preview)

A lightweight preview bundle to explore scene-level VAD signals and labels. It is not a contract-stable schema and is kept for historical reference.

Files

core100_emotion_curve.csv — Per-scene VAD curve (9 columns: idx, VAD, label, distance, conf, etc.)
scenes.jsonl — Scene-level objects with masked text preview and emotion tags
scenes+tags.json — Episode-level metadata + scenes
preview/emotion_curve.png — Curve preview

Dataset Schema (as-published, preview)

Each `scene` entry (simplified):

scene_id (string) — unique id
text_preview (string) — short masked snippet (full text hidden)
text_masked (bool) — true if full text is hidden
text_len_chars (int) — length of the unseen full text

Emotions

valence (float, -1.0..1.0) — negative ↔ positive
arousal (float, 0.0..1.0) — calm ↔ excited
dominance (float, 0.0..1.0) — submissive ↔ in control
label (string) — dominant categorical emotion
conf (float, 0.0..1.0) — confidence score

Other

plot_break (bool) — major narrative break flag

Why archived?

Serves as a historical preview only
Superseded by editions designed for stable training and contracts:
- 7c Core Stable — same 7 fields across every episode/volume, no empty fields
- 15c Extended — 7c superset with fully documented, QA’d extensions

License

JsisOn License (ARR) — non-commercial research/review only
Commercial use, resale, sublicensing, or AI training for products/services is prohibited
Partnership inquiries: [email protected]

Citation

If you use this legacy preview in academic work, please cite:

@dataset{batalstone_emotion_legacy_preview_9c, author = {Liia Black}, title = {Webnovel Narrative Emotion — Legacy Preview (9c) · Archived}, year = {2025}, publisher = {JsisOn OÜ}, }