Not that different. In fact, you can use Markov Chain theory as an analytical tool to study LLMs: https://arxiv.org/abs/2410.02724

You could probably point your code to Google Books N-grams (https://storage.googleapis.com/books/ngrams/books/datasetsv3...) and get something that sounds (somewhat) reasonable.