A short follow-up on the dataset. Two things from v7.1 are now resolved.
When I introduced Pattern F (Mundane Parallel Life, the sixth Atmosphere Contradiction sub-pattern) in v7.1, I noted there were zero pure-corpus examples of it — it existed only inside the hard negative target outputs. That gap is now closed: ten pure scenes (pf_001–pf_010, 5 TR + 5 EN) across ten emotion categories, in pattern_F_pure_corpus_batch1.jsonl. To be clear about scope — these scenes apply the five-criterion signature; they don’t validate it. Independent validation against scenes I didn’t write is still open, and I’d genuinely welcome a counterexample that breaks the typology.
I’ve also added Hard Negatives Batch 2 — ten more pairs (TR+EN) extending the five violation types into five new categories: shame, determination, awe, remorse, jealousy. Same schema as Batch 1, same load_bearing_elements markers.
Two housekeeping notes: the Pattern F scenes carry experimental v8-alpha schema fields (flagged as such, manually annotated — apply_rules.py only catches atmosphere contradiction at ~9.8%, so hand-labelling was the honest option), and the DOI record in the README is now complete at the full chain plus the canonical Sₙ reference.
Longer write-up here: [ Objective Projection v7.2: Closing the Pattern F Gap and Extending the Hard Negatives ]
Full methodology archive is at leventbulut.com