# Analyzing Semantic Information in GPT-2 Attention Matrices

DevFeed: [Analyzing Semantic Information in GPT-2 Attention Matrices](<https://devfeed.tech/articles/explore-llm-word-representations-using-similarity-analysis-part-2-38805.md>)

Original publisher: [Read original article](<https://thepalindrome.org/p/explore-llm-word-representations-c57>)

Author: Mike X Cohen, PhD

Published: 2026-05-20T11:06:26Z

Content type: article

Language: en

Sources: [The Palindrome](<https://devfeed.tech/sources/the-palindrome.md>)

Topics: [Large Language Model](<https://devfeed.tech/topics/llm.md>)

Tags: [analysis](<https://devfeed.tech/tags/analysis.md>), [llm](<https://devfeed.tech/tags/llm.md>)

## AI overview

An investigation of semantic information in GPT-2's attention matrices and LLM word representations using similarity analysis.

## Source excerpt

Investigate semantic information inside the attention matrices of GPT-2