HomeThe Science of ThoughtThree Hidden Skills Let Your Brain Decode What People Really Mean

Three Hidden Skills Let Your Brain Decode What People Really Mean

MIT researchers tested 800 people and found pragmatic language ability splits into three distinct clusters of inference.

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The Science of Thought · Explore this series
December 10, 2025
Key Takeaways
  • Pragmatic language ability splits into three distinct cognitive clusters, not one unified skill.
  • The three clusters rely on social conventions, physical world knowledge, and reading vocal tone.
  • 800 participants confirmed the pattern, and general intelligence did not explain the differences.

When someone says "lovely weather" during a downpour, your brain performs an impressive trick. It ignores the literal words and decodes the actual message: sarcasm. This ability to interpret what people really mean, called pragmatic language ability, turns out to be more complex than anyone realized.

As Sammy Floyd and Olessia Jouravlev report in the Proceedings of the National Academy of Sciences, a study of 800 people reveals that these skills cluster into three distinct groups, each requiring different types of inferences. Floyd, now at Sarah Lawrence College, and Jouravlev, now at Carleton University, led the research with MIT professors Evelina Fedorenko and Edward Gibson.

What is pragmatic language ability?

Pragmatic language ability is the skill of understanding what someone means beyond the literal words they use. It draws on social context, tone, and knowledge of how the world works to decode indirect requests, sarcasm, humor, and implication. Unlike grammar or vocabulary, pragmatics is about reading intent.

Key figure

800

people tested across 20 pragmatic language tasks to confirm three distinct cognitive clusters

The Three Clusters of Context

The first cluster relies on social conventions and rules. This includes understanding indirect requests, interpreting irony, and navigating white lies. The second depends on knowledge of how the physical world works. The third requires reading tone and intonation to detect emphasis or emotion.

"Pragmatics is trying to reason about why somebody might say something, and what is the message they're trying to convey given that they put it in this particular way," says Fedorenko, an associate professor at MIT's McGovern Institute for Brain Research.

Consider the phrase "people are leaving." Late at night, it signals a party winding down naturally. Early in the evening, it implies the party is terrible. Same words, opposite meanings.

Twenty Tasks, Eight Hours, One Discovery

The researchers assembled 20 tasks that test pragmatic skills, from understanding humor to detecting changes in intonation. Participants spent about eight hours completing them through an online platform.

One intonation task captures how emphasis shifts meaning. "I wanted blue and black socks," with stress on "black," implies someone forgot the black ones. The emphasis rewrites the entire message.

"People really find ways to communicate creatively and indirectly and non-literally, and this battery of tasks captures that," Floyd says.

After testing 400 participants, the team found the three clusters. They tested another 400 people to confirm the pattern held. It did. General intelligence and auditory processing ability didn't affect the outcomes, suggesting these are distinct cognitive abilities.

Why Context Rewrites Everything

Most language research focuses on literal meanings and grammar. But real communication requires layering context onto those meanings. You need social knowledge, physical world knowledge, and the ability to read vocal cues.

Language is about getting meanings across, and that often requires taking into account many different kinds of information – such as the social context, the visual context, or the present topic of the conversation.

Evelina Fedorenko, MIT associate professor of brain and cognitive sciences

What makes this significant is that it maps the hidden architecture of how we understand each other. These aren't random skills but organized systems that may rely on separate neural processes.

The researchers plan to use brain imaging to link each cluster to specific brain regions. Previous work suggests such studies often confirm patterns found in individual difference research and can connect abilities to neural systems like the language network or theory of mind regions.

The test battery could also study autism, where difficulty reading social cues varies widely. It might reveal precisely which pragmatic skills are affected and which remain intact. Cultural differences present another frontier. Jouravlev notes that Russian speakers tend to be more direct than English speakers, which might shape how they process indirect requests.

The findings emerged from work supported by the Simons Center for the Social Brain at MIT, the National Institutes of Health, and the National Science Foundation. They suggest that understanding language isn't one skill but a collection of distinct abilities, each decoding context in its own way.

Fact Check: Claim-by-Claim Verification Verified

The article accurately reports the findings of the MIT-led study on pragmatic language ability, its three distinct clusters, and the research methodology.

1 Verified
The study involved 800 participants tested on 20 pragmatic language tasks
2 Verified
Pragmatic language ability clusters into three groups: social conventions, physical world knowledge, and intonation/emotion detection
3 Verified
The research was published in the Proceedings of the National Academy of Sciences (PNAS)
4 Verified
The study controlled for general intelligence and auditory processing, confirming distinct cognitive abilities
5 Verified
Future plans include brain imaging to link clusters to neural systems and applications to autism and cultural differences

Commentary

  • The article simplifies complex cognitive neuroscience concepts for a general audience but remains faithful to the original research.
  • While the clusters are distinct, the neural correlates are still under investigation and not yet confirmed.
  • The cultural differences mentioned are preliminary observations and require further study.

Sources used for verification

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