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MFV base discriminates (logit spread Social Norms -0.43 .. Loyalty -5.79, not uniform -> coherent, emitted_close 4/264). +C is a moderate coherent steer; -C (C=-1) collapses into a uniform ~+10 nat "everything is a violation" shift, the same over-steer instability the ordinal -C pole shows (NaN at collapse). The earlier "MFV base broken" read was a misattribution of the -C pole's collapsed aux + the bs=1 demo NaN to the base eval. Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>