The next causal-emergence swing

Formation rotates the causal compass.

But it does not rotate every organism into the same direction. The visible boundary reorganizes which microscopic actions count as Φ-high and Φ-low; the later future effect remains individual.

13/14organisms changed both extrema as they crossed the visible boundary

What we asked

Immediately before an organic Flow Lenia form becomes visible, does a Φ-high intervention narrow its reachable futures—and immediately after, does the same information direction widen them?

held-out organisms64separate from the discovery cohort

clean boundary crossings14each organism is its own before/after control

new microscopic futures504nine futures for every state × direction

The clean answer

No universal negative-to-positive sign flip. The mean effect was +0.0072 before formation and -0.0014 after. The within-organism turn was -0.0086, with 9 of 14 organisms turning downward.

before · Φ-high minus Φ-low future breadth+0.007295% bootstrap -0.0031 to +0.0192

after · Φ-high minus Φ-low future breadth-0.001495% bootstrap -0.0093 to +0.0061

after minus before-0.008695% bootstrap -0.0210 to +0.0033

last state beforefirst state afterline color = direction of turn

The first cohort had suggested a shared sign reversal: +0.0210 after-minus-before in 11 crossings. The held-out test did not repeat that orientation. That is not the end of the phenomenon; it tells us the scalar story was too simple.

The action landscape itself reorganized

13/14changed their ordered Φ-high/Φ-low action pair

9/14had no overlap at all between the two extrema before and after

The same eight inventory-preserving microscopic actions were rescored on both sides of formation. Their ordering often rotated or inverted. Nine organisms had negative before/after rank correlation.

no extreme-action overlapone or two shared extrema

This is the stronger object: not one universal Φ arrow, but a local causal compass whose axes move as the organism organizes.

You can see the boundary. The causal turn is not visually uniform.

radiant-orbiter-0742 before formation — **radiant-orbiter-0742**
future-effect turn +0.0308

radiant-orbiter-0742 after formation — **radiant-orbiter-0742**
future-effect turn +0.0308

harmonic-form-1981 before formation — **harmonic-form-1981**
future-effect turn -0.0613

harmonic-form-1981 after formation — **harmonic-form-1981**
future-effect turn -0.0613

serene-spiral-1976 before formation — **serene-spiral-1976**
future-effect turn -0.0409

serene-spiral-1976 after formation — **serene-spiral-1976**
future-effect turn -0.0409

ethereal-cell-0269 before formation — **ethereal-cell-0269**
future-effect turn +0.0205

ethereal-cell-0269 after formation — **ethereal-cell-0269**
future-effect turn +0.0205

These are untouched states at the two fixed readouts bracketing each detector event. Similar-looking transitions can produce opposite changes in later future breadth. Morphology alone is not the whole causal coordinate.

What we have now

solidAction rotationThe local Φ extrema are strongly state-dependent around formation.

solidFuture consequencesThose actions produce measurably different nine-way future maps.

replacedOne sign for allVisible formation does not impose one shared narrowing-to-expansion orientation.

The emerging organism looks less like a switch and more like a changing coordinate system: the directions in perturbation space that increase integration are being redefined while the form appears.

The next direct swing

Stop collapsing the eight-action surface to “high minus low.”

Use the full local response geometry—eight action scores, their ordering, curvature, and how the eight future endpoints reorganize—to predict the later future map on new organisms. The test is whether the rotation of the causal compass, not its scalar sign, forecasts the organism’s next developmental reorganization.