i feel hopeful about the future

CITM_9c25f5f7ec12 · 1 source instrument · 1 surface variant

Normalized stem

i feel hopeful about the future

Normalization rule (PRN-050): lowercase, strip non-word/space punctuation, collapse whitespace, trim. Used for fast dedup matching across the instrument corpus.

Normative benchmark

No normative benchmark yet for this item. Item-level norms require per-respondent response distributions; they populate from published norms where available and sharpen as anonymized, aggregated deployment responses are contributed (the benchmark flywheel).

Surface variants

The verbatim item text as it appeared in each source instrument. Cross-instrument variation is preserved here; the normalized form above is the dedup key.

1. I feel hopeful about the future

Appears in

Programmatic access: this row is also available via the registry REST surface at /api/v1/items/CITM_9c25f5f7ec12 and via the MCP gateway as principia.items.lookup.