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Render the bundled fairness showcase under the corrected forced-choice protocol (job 311, token suppression + coherence saved). Embed per-instrument range plots (mfq2/big5/16pf/humor/mfv) and PCA maps for all but 16PF (16 axes do not lay out as a readable 2-D map). Honest captions: equality is the only MFQ-2 factor that rises at +c; on MFV the vector moves Care, not Fairness (the old fairness-leaning MFV read was protocol-dependent and vanished under suppression). Coherence held (frac_unscorable 0, margin ~10-12 nat). Drop stale range_zoom / foundation_dlogit figures. Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>