add session-scoped NDIF execution and improve cold-load UX

Big refactoring

Adding probing and suppport for the latest version of the code

Performance improvements

Big refactor and feature addition to analyses + support latest persona-vector

Adding per layer clustering

Switching to uniform colortheme catpuccin

Massive speedup update + download plot fixing

Updated cleaned up code

Updated code supporting latest version of persona-vector and data

First cleanup step + probe additon POC

Testing newer version implemetation

Small cleanups

Updated to new versions

Small cleanups

Updated to new chat edit and comparison

Update code

Updated to latest version

Cleaned up code with the new updates

First commit