Like it seems obvious and intuitive that preferences form choices but it turns out that choices shape preferences just as easily.
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3196841/
https://journals.sagepub.com/doi/abs/10.1177/095679762095449...
At this point, I think there is little doubt humans regularly fabricate explanations of their behaviour unknowingly. It's just a question of how much and to what degrees.
Humans have various level of memory (working, short term, long term), the ability to experience meta cognition, and the autonomy to make a decision - all of which (and much, much more) informs our behavior and are also things that an LLM fundamentally does not have.
These “studies” are painfully naive at best and are at worse an intentional misinformation campaign used to bolster the value of LLM past what they are useful for.