From eb0c76ef9a29291122480447d3dff5adeb003222 Mon Sep 17 00:00:00 2001
From: digital-garbage <133010426+digital-garbage@users.noreply.github.com>
Date: Thu, 3 Sep 2026 19:06:04 +0300
Subject: [PATCH] feat: lower REINS' activation floor from 3+3 to 2+2 rated
 generations

---
 h3_repr_steering.py | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/h3_repr_steering.py b/h3_repr_steering.py
index 184e2cc7..0c9bac9a 100644
--- a/h3_repr_steering.py
+++ b/h3_repr_steering.py
@@ -40,9 +40,14 @@ import torch
 # concept the direction encodes has actually formed.
 DEFAULT_BLOCK = 25
 
-MIN_PER_GROUP = 3  # need 3+ POSITIVE-weight and 3+ NEGATIVE-weight rows -- same floor
-# absolute/taste steering uses. A weight near zero (Missing action's +0.05) still gets
-# logged and still contributes, just barely -- it does not count toward this floor.
+MIN_PER_GROUP = 2  # need 2+ POSITIVE-weight and 2+ NEGATIVE-weight rows. Was 3 (parity with
+# absolute/taste steering's floor, not derived from anything specific to this mechanism).
+# 1 would mean the "direction" is literally one liked descriptor minus one disliked one --
+# no averaging, as vulnerable to a single noisy capture as anything else this project has
+# learned not to trust from one data point. 2 still averages a pair on each side while
+# halving the wait (4 rated runs instead of 6) -- lower this only if you want to see raw
+# per-pair noise, not a real direction. A weight near zero still gets logged and still
+# contributes, just barely -- it does not count toward this floor.
 
 
 def _log():