I would suggest experts in interpretability (but everyone really) to go directly to the transformer circuits blog, where they explain their approach more in detail. Here is the link for this post: https://transformer-circuits.pub/2026/nla/index.html

Also, if you have never read it, I would suggest starting to read all the Transformer Circuits thread, by reading its "prologue" in distill pub