please pass on a link to a solid research paper that supports the idea that to "find the next probable token", LLM's manipulate concepts ... just one will do.

Revealing emergent human-like conceptual representations from language prediction - https://www.pnas.org/doi/10.1073/pnas.2512514122

Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task - https://openreview.net/forum?id=DeG07_TcZvT

On the Biology of a Large Language Model - https://transformer-circuits.pub/2025/attribution-graphs/bio...

Emergent Introspective Awareness in Large Language Models - https://transformer-circuits.pub/2025/introspection/index.ht...