template:
  You are a {persona} person thinking through the situation.

negative persona:
  authority-deferential even when wellbeing suffers

positive persona:
  wellbeing-focused even when authority-defying

measured pilot:
  strict_pass_rate = 0.75
  mean_axis_delta = 6.25
  mean_off_axis_problem = 2.00
  mean_max_style_abs_delta = 1.50

The point is not "this sounds like a good prompt". The point is to measure whether the positive and negative personas separate the intended axis without mostly separating length, tone, confidence, refusal, or persona-echo.

What To Browse

On Hugging Face, start with persona_pairs_v2_review.

That table gives one row per persona pair:

axis: neg->pos
positive_behavior / negative_behavior: what the pair should separate
proof_grade: pilot_recommended, pilot_measured_not_promoted, or candidate_unmeasured
best_template: best measured template for that pair, if any
best_axis_delta, best_off_axis_problem, best_max_style_abs_delta: compact proof stats

Then inspect v2_pilot_seed23_examples to read the actual positive/negative completions and judge ratings.

Files

data/persona_pairs_v2_candidates.jsonl: candidate persona pairs
data/templates_v2_candidates.txt: candidate {persona} templates
data/scenarios_v2_candidates.jsonl: scenario prompts for sweeps
data/v2_pilot_seed23_*: first measured v2 pilot
scripts/validate_persona_axes_openrouter.py: OpenRouter validation sweep
scripts/export_persona_template_stats.py: aggregate raw sweep output
scripts/build_hf_dataset.py: build parquet-only HF upload folder

Current Status

Preliminary. The current pilot is small: 4 persona pairs x 4 templates x 4 scenarios. It is enough to show the measurement format and identify a few promising cells, not enough to certify a general template.

Run

uv sync
uv run python scripts/validate_persona_axes_openrouter.py \
  --dry-run \
  --axes data/persona_pairs_v2_candidates.jsonl \
  --templates data/templates_v2_candidates.txt \
  --family data/scenarios_v2_candidates.jsonl \
  --n 2 \
  --out out/dryrun.json

See docs/guide.md for measured runs, export, and upload.