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A neural signature of reputational conflict revealed by a novel “Social Stroop” effect in Ultimatum Games Affiliations

This EEG/ERP study identifies a novel "Social Stroop" effect in Ultimatum Games, demonstrating that conflicts between an agent's established reputation and their actual offers trigger specific neural signatures in the anterior cingulate cortex and lead to measurable behavioral interference.

Original authors: Maria Coelho, Daniel Agostinho, Teresa Sousa, Gabriel Pires, Miguel Castelo-Branco

Published 2026-08-25
📖 5 min read🧠 Deep dive

Original authors: Maria Coelho, Daniel Agostinho, Teresa Sousa, Gabriel Pires, Miguel Castelo-Branco

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ⚕️ This is an AI-generated explanation of a preprint that has not been peer-reviewed. It is not medical advice. Do not make health decisions based on this content. Read full disclaimer

Human beings are constantly navigating a complex social world where we must decide who to trust and how to react when others break the rules. We rely on our ability to detect when someone's actions do not match what we expect from them, a skill that keeps social groups functioning. This mental process is known as conflict monitoring, and scientists have long studied it using simple puzzles. One famous test, often called the Stroop task, asks people to name the color of a word while ignoring the meaning of the word itself, such as reading the word "red" printed in blue ink. This creates a mental clash that slows down reaction times and reveals how the brain handles competing information. While researchers understand how the brain deals with these simple, non-social puzzles, it has remained unclear how our minds handle the more complicated conflicts that arise in real-life social interactions, particularly when someone we expect to be fair acts unfairly.

A team of researchers at the University of Coimbra and the University of Maastricht set out to explore this gap by designing a new experiment that blends social reputation with the classic conflict test. They wanted to see if the brain uses the same machinery to resolve a disagreement between a person's reputation and their current action as it does to resolve a simple color-word mismatch. To do this, they created a "Social Stroop" task using a game called the Ultimatum Game. In this setup, participants first learned the reputations of four different people, or "agents," by watching them make monetary offers. Two of these agents consistently offered fair splits of money, while the other two consistently offered unfair splits. Once the participants had learned who was fair and who was not, they entered the main phase of the study. Here, they were shown new offers from these same agents while their brain activity was recorded. Sometimes the offers matched the agent's reputation, such as a fair agent offering a fair split. Other times, the offers clashed with what was expected, such as a fair agent suddenly offering a very unfair split. The participants had to quickly judge whether each offer was fair or unfair.

The results showed that this social mismatch created a significant mental burden. When the offers contradicted the agents' established reputations, the participants took noticeably longer to make their decisions and made more mistakes compared to when the offers matched expectations. This behavioral slowdown confirmed that the brain struggles to process information that violates social expectations. However, the most revealing findings came from looking at the electrical signals in the brain. The researchers focused on two specific patterns of brain activity that are known to appear during conflict. The first, an early signal, did not change based on whether the social situation was conflicting or not. This suggested that the brain did not immediately flag the social mismatch as a problem in the initial split second of processing. Instead, the conflict emerged later. A sustained wave of brain activity, occurring roughly six to eight-tenths of a second after the offer was seen, became much stronger when the reputation and the offer did not match. This late signal was particularly intense when a fair agent made an unfair offer, indicating that the brain works harder to resolve this specific type of social injustice.

By mapping the source of this late brain signal, the researchers found that it originated in a specific region at the front center of the brain known as the anterior cingulate cortex. This area is well-known for its role in monitoring conflicts and errors, but its involvement here suggests it also plays a central role in managing social expectations. The study also found a direct link between the strength of this brain signal and how much a person's behavior slowed down; those with a stronger brain response to the conflict were the ones who took the longest to decide. Furthermore, the researchers discovered that individual personality traits influenced this process. People who scored higher on empathy showed a stronger brain response to the social conflict, while those with higher levels of social anxiety showed a weaker response, suggesting that how we feel about social situations changes how our brains process them.

This work demonstrates that the brain uses a specific, high-level mechanism to handle the friction caused by broken social promises. It appears that while the initial detection of a social mismatch might not trigger an immediate alarm, the brain engages a sustained control process to resolve the discrepancy between what we expect and what we see. The findings suggest that our ability to navigate social life relies on the same neural circuits that help us solve logical puzzles, but these circuits are modulated by our personal traits and the emotional weight of the situation. By showing that social reputation conflicts leave a distinct signature in the brain, this study provides a new tool for understanding how we process fairness and injustice, and how these processes might differ in individuals who struggle with social interactions.

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