From 0475e80b3c14c2d638d9b2d3170c8643a95adce0 Mon Sep 17 00:00:00 2001
From: "wassname (Michael J Clark)" <1103714+wassname@users.noreply.github.com>
Date: Sun, 18 Jan 2026 08:51:33 +0800
Subject: [PATCH] Update README.md

---
 README.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/README.md b/README.md
index 3bd8558..22938c2 100644
--- a/README.md
+++ b/README.md
@@ -6,6 +6,8 @@
 
 **Anti-Pa**rallel **S**ubspace **T**raining for **O**rdered steering.
 
+<img width="419.5" height="277.5" alt="imagined old timey map of the loss function" src="https://github.com/user-attachments/assets/033af6ad-df2b-4f0f-b2c8-0b667579f74c" />
+
 *Serving up data-efficient inner alignment, one satisfying rotation at a time.*
 
 > Gradient-based steering in SVD transformation space, trained on internal representations without preference labels. Human input: two contrasting words ("honest" vs "dishonest"). Transfers out-of-distribution to moral dilemmas where prompting fails.