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Qwen3-4B (the validation-table model) gives a fully coherent showcase: base/+C/-C all pmass ~1.0 on ordinals and emitted_close <=9/264 on MFV, no -C collapse (that was Qwen3.5-4B's gated-delta-net fragility). The Authority/Care vector moves the MFV foundations apart bidirectionally (+C raises violations, -C lowers them and raises "not wrong"), and also shifts agreeableness/16pf/humor -- a broad persona axis, not an MFT-only or off-axis-null steer. Refresh the stale 82.6% validation top1 to the reproducible 77.3%. README rewritten to match. Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>