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- SPLOM diagonal: replace the confusing histogram/rug + vertical AI rules with a horizontal violin of the human spread + the AI base/+C/-C as the same trajectory dots used off-diagonal (1-D analogue), so the diagonal reads the same way as the rest. Unifies full + zoom (no branch). - SPLOM off-diagonal: jitter the respondent cloud -- MFQ-2 ordinal scores land on a lattice that reads as grid-dots; jitter softens it to a density (it is the human joint covariance backdrop). - Compass corner now counts text labels (society codes, steer labels), not just data points, and a final pass drops any society label still under the compass/minimap box. No legend-over-label. Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>