From text. That connection has been investigated for a long time.
Although I must admit, it isn't entirely clear what the author is talking about. It's a bit like thoughts that appear when one is somewhat intoxicated. But extracting a mathematical model from linguistic utterances is very much what linguistics is about (and hasn't been able to achieve). Perhaps rotating the representational space of an LLM suits his/her fancy.