Pool three read seeds, compare every coherent dose with 20 random directions,
and preserve the raw lp_gather artifacts and full run log. Several isolated WVS
doses exceed matched random displacement, but no method exceeds the held-out
honesty random p95 and VJP's source-axis cosine is -0.021.
The final map shows random controls as a cloud, retains failed-coherence doses
as faint points, and states the failed honesty-specific gate on the figure.
Co-Authored-By: Claude <288921227+claudypoo@users.noreply.github.com>