From 9a45229e85e91a3ba2c1eefcbbd5edffd1a95f6b Mon Sep 17 00:00:00 2001
From: digital-garbage <133010426+digital-garbage@users.noreply.github.com>
Date: Sat, 5 Sep 2026 00:30:54 +0300
Subject: [PATCH] feat: log liked/disliked counts per steered block, not just
 when data is short

The 'applying learned direction(s)' line read the same whether a block
was steering off the bare 2/2 minimum or twenty rated runs -- and those
are not equally trustworthy. Now prints each steered block's own
(liked/disliked) count alongside it, so a style shift from a
just-barely-qualified block is distinguishable from one with real
history behind it.
---
 samplers.py | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/samplers.py b/samplers.py
index b6202686..ec7ba07f 100644
--- a/samplers.py
+++ b/samplers.py
@@ -6741,9 +6741,13 @@ class FunPackLTXAVSceneChainSampler:
             steer_blocks = (self._parse_block_spec(steer_block)
                             if steer_block else {_rs.DEFAULT_BLOCK})
             directions = {}
+            _counts = {}  # block -> (n_liked, n_disliked), reported for STEERED blocks too —
+            # "applying a direction" reads the same in the log whether it came from the bare
+            # 2/2 minimum or from twenty rated runs, and those are not equally trustworthy.
             for _sb in sorted(steer_blocks):
                 direction, n_liked, n_disliked = _rs.direction(refinement_key, block=_sb)
                 directions[_sb] = direction
+                _counts[_sb] = (n_liked, n_disliked)
                 if direction is None:
                     print(f"[FunPackSceneChain] H3 representation steering: not enough data "
                           f"yet ({n_liked} liked / {n_disliked} disliked, need "
@@ -6796,8 +6800,9 @@ class FunPackLTXAVSceneChainSampler:
             patched.model_options["transformer_options"] = to
             _steered = sorted(b for b, d in directions.items() if d is not None)
             if _steered:
+                _per_block = ", ".join(f"{b} ({_counts[b][0]}/{_counts[b][1]})" for b in _steered)
                 print(f"[FunPackSceneChain] H3 representation steering: applying learned "
-                      f"direction(s) at block(s) {', '.join(str(b) for b in _steered)}, "
+                      f"direction(s) at block (liked/disliked): {_per_block}, "
                       f"strength {_strength:g}.")
             return patched
         except Exception as _e:  # noqa: BLE001