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When expectations meet new evidence

How does surprise rewrite old memories?

By The Konshus Team

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The short answer

Surprise can help determine whether new information updates an existing memory or is learned as a separate situation. Experiments suggest that this depends on the mismatch between expectation and experience, but surprise does not automatically erase or rewrite a memory.

A path that forks after an unexpected sign, one branch updated and one kept.

Imagine spending months preparing to move, then deciding to stay. Your current plan has changed, but the earlier plan was not imaginary. A useful memory needs room for both the decision you hold now and the history that brought you there.

Learning researchers face a related puzzle: when experience contradicts an expectation, what should change? Sometimes an old association seems to be revised. Sometimes a new lesson develops beside it, leaving the earlier response available to return. Experiments with conditioned fear offer a way to investigate that distinction without assuming that memory works like a file being overwritten.

What does surprise mean in memory research?

Here, surprise means a mismatch between a predicted outcome and the outcome that actually occurs. Researchers call that mismatch prediction error. It does not require a dramatic emotional reaction. A familiar sound followed by an unexpected absence can create a prediction error in a learning experiment.

The central question is what the mismatch means. If a warning signal stops predicting danger, perhaps the old association needs revision. But perhaps this particular situation is an exception, and the warning remains useful elsewhere. Updating an existing association changes an established expectation; learning an exception preserves it while limiting when it applies.

This helps explain why a contradiction is not automatically evidence that the past was wrong. New experience might reveal a changed world, a different context, or an earlier misunderstanding. The learning problem includes deciding which explanation fits.

Why can fear return after it seems to disappear?

In fear-conditioning experiments, researchers pair a tone with an unpleasant event. An animal may then show a defensive response to the tone itself. Researchers can repeatedly present the tone without the unpleasant outcome, a procedure called extinction.

If the response declines, it is tempting to conclude the association has been deleted. Yet fear can return after time passes, after exposure to the unpleasant event, or when the context changes. Bouton’s review of extinction research describes the importance of context: an animal may learn that a signal is safe under particular conditions while the earlier danger association remains influential elsewhere.

The careful conclusion is that extinction frequently includes new, context-sensitive learning rather than straightforward erasure. A response disappearing today is not proof that the underlying association can never matter again.

What happened when researchers reduced danger gradually?

In a 2024 eLife study, Nicholas Kennedy and colleagues trained rats to associate a tone with a mild shock, then compared ways of removing it. During standard extinction, the tone occurred without the shock. During gradual extinction, shock intensity was progressively reduced first—a series of smaller mismatches instead of one abrupt one.

Both reduced freezing during extinction. But under the tested conditions, rats given gradual extinction showed less later recovery of conditioned fear. The researchers interpreted this as support for a model in which smaller prediction errors favor updating an existing memory state, while larger discrepancies may encourage a separate state alongside the old one.

These were measurements of conditioned animal behavior, not rats revising personal stories. The results do not establish that gradual change always updates memory or that a large surprise always creates a separate memory.

Does remembering make a memory changeable again?

In a 2000 experiment, Karim Nader, Glenn Schafe, and Joseph LeDoux reactivated rats’ tone-related fear memories and then blocked protein synthesis in the amygdala. Later expression of the fear memory was impaired; the same intervention without reactivation did not produce the same loss. This helped establish the idea of reconsolidation.

But remembering is not automatically a rewrite operation. Not every retrieval destabilizes a memory. A critical review by Elsey and colleagues found many observations consistent with reconsolidation while emphasizing inconsistent results and alternative interpretations. Evidence for memory modification is not evidence for a reliable method of removing unwanted human memories.

Can an unexpected ending change what people remember?

A 2021 study by Alyssa Sinclair and colleagues had participants learn short narrative videos. Later, some familiar videos stopped before their expected endings. The interruptions affected later recall, including incorrect details on delayed tests, and brain-imaging analyses linked some effects to changes in hippocampal activity patterns.

A 2026 correction reported a preprocessing error; after reanalysis, several numbers and figures changed, and the researchers reported that the principal findings remained unchanged.

A surprising event can draw attention while also changing how earlier information is reconstructed. A revised memory may feel compelling, but that feeling does not establish accuracy. Surprise is a reason to examine the evidence, not a guarantee that the newest version is true.

What does this mean outside the laboratory?

The studies concern conditioned fear, short videos, and controlled experiments, so they do not hand out rules for daily life. They do suggest a way of thinking. When something contradicts what you expected, your memory system may be more open to updating than it is during routine moments.

That openness cuts both ways. A surprising correction can help replace an outdated belief, but a surprising misleading suggestion could also slip in. Checking the source of a startling new detail before folding it into an old memory is a sensible habit.

The extinction findings also offer a reassuring note. A fear or habit that seems to return is not necessarily a sign that earlier progress was fake. Old learning and new learning can sit side by side, and the context can tip which one shows up.

In one sentence

Prediction error
A mismatch between what a learner expects and what actually happens.
Extinction
A learning procedure in which a previously predictive cue is repeatedly presented without the expected outcome.
Reconsolidation
A process in which some reactivated memories require biological stabilization again for their later expression.

Key takeaways

  • Prediction error is the mismatch between an expected outcome and actual experience.
  • Extinction often involves context-sensitive learning rather than simple erasure.
  • Gradual extinction reduced later fear recovery in rats under the tested conditions.
  • Memory updating is conditional; neither surprise nor retrieval guarantees a rewrite.

Common questions

Why do old fears come back after they seemed gone?

Extinction often adds new learning rather than erasing the original memory, so the old response can reappear in some contexts or after time.

Is a surprising memory more likely to be wrong?

Not necessarily, but moments of surprise can make memories more open to change, so it is worth checking the source of a surprising new detail.

Can surprise change an old memory?

Surprise can create conditions that favor memory updating. Whether an existing memory changes depends on the task and circumstances, not surprise alone.

Does extinction erase a fear memory?

Extinction frequently involves new, context-dependent learning rather than erasure. A reduced fear response can return later.

What did the gradual-extinction rat study find?

Less recovery of conditioned fear after gradually reducing shock intensity than after standard extinction, under the tested conditions.

Does every act of remembering rewrite a memory?

No. Some memories become susceptible to modification after reactivation, but not every retrieval destabilizes a memory.

Can an unexpected event make a memory less accurate?

In a narrative-video study, unexpected interruptions affected later recall, including incorrect details. A vivid revised account should not automatically be treated as accurate.

Sources

  1. Kennedy, N. G. W., Lee, J. C., Killcross, S., Westbrook, R. F., & Holmes, N. M. (2024). Prediction error determines how memories are organized in the brain. eLife, 13, RP95849. https://doi.org/10.7554/eLife.95849
  2. Bouton, M. E. (2004). Context and behavioral processes in extinction. Learning & Memory, 11, 485–494. https://doi.org/10.1101/lm.78804
  3. Nader, K., Schafe, G. E., & LeDoux, J. E. (2000). Fear memories require protein synthesis in the amygdala for reconsolidation after retrieval. Nature, 406, 722–726. https://doi.org/10.1038/35021052
  4. Elsey, J. W. B., Van Ast, V. A., & Kindt, M. (2018). Human memory reconsolidation: A guiding framework and critical review of the evidence. Psychological Bulletin, 144, 797–848. https://doi.org/10.1037/bul0000152
  5. Sinclair, A. H., Manalili, G. M., Brunec, I. K., Adcock, R. A., & Barense, M. D. (2021). Prediction errors disrupt hippocampal representations and update episodic memories. PNAS, 118, e2117625118 (see 2026 correction). https://doi.org/10.1073/pnas.2117625118
  6. Sinclair, A. H., et al. (2026). Correction for Sinclair et al., Prediction errors disrupt hippocampal representations and update episodic memories. PNAS, 123, e2618281123. https://doi.org/10.1073/pnas.2618281123