adds png to git attributes; links ANALYSYS to README

.gitattributes

@@ -19,6 +19,7 @@
 *.pb filter=lfs diff=lfs merge=lfs -text
 *.pickle filter=lfs diff=lfs merge=lfs -text
 *.pkl filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
 *.pt filter=lfs diff=lfs merge=lfs -text
 *.pth filter=lfs diff=lfs merge=lfs -text
 *.rar filter=lfs diff=lfs merge=lfs -text

README.md

@@ -250,7 +250,7 @@ Full spectral and representation analysis with all plots: **[ANALYSIS.md](ANALYS
 
 ### Why Mirroring Works
 
-Mirroring only works due to the additional gate. W3 and W4 specialize to serve different roles despite sharing weights — spectral analysis confirms the gates swap their stable-rank profiles at the architectural midpoint. The order of mirror layers may be rearrangeable, as the gates adapt to whatever representations flow through them.
+Mirroring only works due to the additional gate. W3 and W4 specialize to serve different roles despite sharing weights — spectral [analysis](ANALYSIS.md) confirms the gates swap their stable-rank profiles at the architectural midpoint. The order of mirror layers may be rearrangeable, as the gates adapt to whatever representations flow through them.
 
 
 ### Why G²LU Works