From cb831ece87c50b84f7558f1e23c81ecccd51824b Mon Sep 17 00:00:00 2001
From: "wassname (Michael J Clark)" <1103714+wassname@users.noreply.github.com>
Date: Tue, 6 May 2025 06:31:17 +0800
Subject: [PATCH] Update README.md

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

diff --git a/README.md b/README.md
index cea5e95..1ae0553 100644
--- a/README.md
+++ b/README.md
@@ -89,7 +89,7 @@ top reduction for each data type
 
 
 
-The highest-performing probe was on the final layer's suppressed activations (`supressed_hs`), following by filtering out high magnitudes (to remove activation sinks). This supports the hypothesis that the final "residual sharpening" stage specifically suppresses certain information pathways.
+The highest-performing probe was on the final layer's suppressed activations (`supressed_hs`), following by filtering out high magnitudes (to remove [activation sinks](https://arxiv.org/abs/2410.10781)). This supports the hypothesis that the final "residual sharpening" stage specifically suppresses certain information pathways.
 
 ## Remaining Questions