Summary: Researchers made a breakthrough in understanding the universality of emotions across languages by using colexification analysis, a method of studying word associations. Their study identifies four central emotion-related concepts GOOD, WANT, BAD, and LOVE as having the highest number of associations with other emotional words in multiple languages.
This finding aligns with traditional semantic methods and natural semantic metalanguage (NSM), reinforcing the universality of these emotions. The studys insights can significantly impact natural language processing and cross-cultural communication, aiding the development of language processing algorithms and large language models (LLMs).
Key Facts:
Source: Tokyo University of Science
Emotions exert a profound influence on human behavior, prompting extensive explorations in the realms of psychology and linguistics. Understanding central emotions also has practical utility since it can help organizations create messages that resonate better with people. For instance, businesses can enhance their connection with their customers, and non-profits can prompt quicker action by skillfully leveraging the salient emotions in humans.
Colexification is a phenomenon in which the occurrence of a single word is associated with multiple concepts that share semantic relationships. The analysis of colexification is an innovative linguistic method for indirect semantic associativity analysis, leveraging existing semantic relations without the need for additional data.
In a groundbreaking discovery, researchers from Japan have identified emotional hubs that exist across languages. Their work,published online in Scientific Reportson December 09, 2023, analyzed word associations by employing a colexification network and revealed that the emotion-related concepts GOOD, WANT, BAD, and LOVE have the highest number of associations with all other words that represent emotions.
The researchers, including Dr. Tohru Ikeguchi, Ms. Mitsuki Fukuya, and Dr. Tomoko Matsumoto from the Tokyo University of Science, and Dr. Yutaka Shimada from Saitama University, built a network by connecting concepts in several languages. In doing so, they ensured that the connection between two words represented the strength of colexification.
Colexification is the phenomenon of a single word with multiple concepts. For example, the Spanish word malo has two meanings BAD and SEVERE. It means that the two concepts of BAD and SEVERE are colexified in Spanish. In this paper, by focusing on colexification, we succeeded in detecting central emotions that share semantic commonality with many other emotions, explains Dr. Ikeguchi, the lead author of the study.
In a discovery that affirms the universality of their findings, the team discovered that three of the four emotions they identified are identical to core emotions discovered through traditional semantic methods and the natural semantic metalanguage (NSM), which corresponds with their previous study findings.
In this context, Dr. Ikeguchi notes, To identify the semantic primes, NSM researchers studied numerous languages using traditional semantic methods. Intriguingly, the set of semantic primes includes three of our four central emotion-related concepts: GOOD,BAD, and WANT. This agreement supports our conclusion that the central concepts identified by colexification analysis could be shared by many languages rather than specific to English.
The findings of this study may offer novel insights into the evolution of languages and cross-cultural communication since words are considered to be intricately connected to emotions. The outcomes gain significance amid the increasing importance of comprehending natural language processing.
As Dr. Ikeguchi explains, Concepts associated with sentiments or emotions play an important role in the field of natural language processing, particularly sentiment analyses. The analysis methods enable us to identify semantically positive and negative orientations of written texts and have various applications in the real world.
A better understanding of natural language processing will also aid in the development of language processing algorithms and large language models (LLMs). LLMs are now used extensively for information processing and content generation. Globally, there is a trend of increasing investments aimed at enhancing and refining these models. Therefore, the findings of this study may have useful implications for the future of online communication.
Author: Hiroshi Matsuda Source: Tokyo University of Science Contact: Hiroshi Matsuda Tokyo University of Science Image: The image is credited to Neuroscience News
Original Research: Open access. Central emotions and hubs in a colexification network by Tohru Ikeguchi et al. Scientific Reports
Abstract
Central emotions and hubs in a colexification network
By focusing on colexification, we detected central emotions sharing semantic commonalities with many other emotions in terms of a semantic relationship of both similarity and associativity. In analysis, we created colexification networks from multiple languages by assigning a concept to a vertex and colexification to an edge.
We identify concepts of emotions with a large weight in the colexification network and specify central emotions by finding hub emotions. Our resultant central emotions are four: GOOD, WANT, BAD, and LOVE.
Here is the original post:
Universal Emotional Hubs in Language - Neuroscience News
- Neuroscience Says Music Is an Emotion Regulation Machine. Heres What to Play for Happiness, Productivity, or Deep Thinking - Inc.com - April 19th, 2025 [April 19th, 2025]
- Early Maternal Affection Shapes Key Personality Traits for Life - Neuroscience News - April 19th, 2025 [April 19th, 2025]
- Elons new neuroscience major highlighted by Greensboro News & Record - Elon University - April 19th, 2025 [April 19th, 2025]
- Brain Blast event at St. Lawrence University teaches local students neuroscience - North Country Now - April 19th, 2025 [April 19th, 2025]
- AI Reveals What Keeps People Committed to Exercise - Neuroscience News - April 19th, 2025 [April 19th, 2025]
- The "Holy Grail" of Neuroscience? Researchers Create Stunningly Accurate Digital Twin of the Brain - The Debrief - April 19th, 2025 [April 19th, 2025]
- Annenberg School Vice Dean Emily Falk publishes book on the neuroscience of decision-making - The Daily Pennsylvanian - April 19th, 2025 [April 19th, 2025]
- Music-Induced Chills Trigger Natural Opioids in the Brain - Neuroscience News - April 19th, 2025 [April 19th, 2025]
- What We Value: The Neuroscience of Choice and Change - think.kera.org - April 19th, 2025 [April 19th, 2025]
- Kile takes top neuroscience post at Sutter Health as system pushes to align care, expand trials - The Business Journals - April 19th, 2025 [April 19th, 2025]
- A Grain of Brain, 523 Million Synapses, and the Most Complicated Neuroscience Experiment Ever Attempted - SciTechDaily - April 19th, 2025 [April 19th, 2025]
- Mild Brain Stimulation Alters Decision-Making Speed and Flexibility - Neuroscience News - April 19th, 2025 [April 19th, 2025]
- Cannabis studies were informing fundamental neuroscience in the 1970s - Nature - April 10th, 2025 [April 10th, 2025]
- To make a meaningful contribution to neuroscience, fMRI must break out of its silo - The Transmitter - April 10th, 2025 [April 10th, 2025]
- Steve Jobss Unexpected Secret to Being More Creative (Backed by Neuroscience) - Inc.com - April 10th, 2025 [April 10th, 2025]
- Challenging Decades of Neuroscience: Brain Cells Are More Plastic Than Previously Thought - SciTechDaily - April 10th, 2025 [April 10th, 2025]
- Q&A: Lundbecks head of R&D on letting biology speak in neuroscience - Endpoints News - April 10th, 2025 [April 10th, 2025]
- Why it's hard to study the neuroscience of psychedelics : Short Wave - NPR - April 10th, 2025 [April 10th, 2025]
- Fear Sync: How Males and Females Respond to Stress Together - Neuroscience News - April 10th, 2025 [April 10th, 2025]
- Chemotherapy Disrupts Brain Connectivity - Neuroscience News - April 10th, 2025 [April 10th, 2025]
- Newly awarded NIH grants for neuroscience lag 77 percent behind previous nine-year average - The Transmitter - April 10th, 2025 [April 10th, 2025]
- Wittstein interviewed by The Times News about new neuroscience major - Elon University - April 10th, 2025 [April 10th, 2025]
- Alto Neuroscience initiated with a Buy at H.C. Wainwright - Yahoo Finance - April 10th, 2025 [April 10th, 2025]
- New map of brain hailed as watershed for neuroscience - The Times - April 10th, 2025 [April 10th, 2025]
- GSK Ramps Up Neuroscience Investment With ABL Brain Shuttle Deal - insights.citeline.com - April 10th, 2025 [April 10th, 2025]
- ADHD and Music: Why Background Beats May Boost Study Focus - Neuroscience News - April 10th, 2025 [April 10th, 2025]
- Brains Rewire Themselves to Survive Deadly Infection - Neuroscience News - April 10th, 2025 [April 10th, 2025]
- AbbVie Hold Rating: Balancing Strong Immunology Growth with Challenges in Aesthetics, Neuroscience, and Oncology - TipRanks - April 10th, 2025 [April 10th, 2025]
- Want to Feel Better and Be More Mindful? Neuroscience Says This Habit Might Be Holding You Back - Inc.com - April 10th, 2025 [April 10th, 2025]
- How One Bad Meal Rewires the Brain to Avoid That Food Forever - Neuroscience News - April 10th, 2025 [April 10th, 2025]
- Marcus Neuroscience Institute to Host Brain and Spine Symposium - South Florida Hospital News - March 30th, 2025 [March 30th, 2025]
- Elon University to launch neuroscience major in fall 2025 - Today at Elon - March 30th, 2025 [March 30th, 2025]
- The brains stalwart sentinels express an unexpected gene - The Transmitter: Neuroscience News and Perspectives - March 30th, 2025 [March 30th, 2025]
- Video catches microglia in the act of synaptic pruning - The Transmitter: Neuroscience News and Perspectives - March 30th, 2025 [March 30th, 2025]
- Null and Noteworthy: Reexamining registered reports - The Transmitter: Neuroscience News and Perspectives - March 30th, 2025 [March 30th, 2025]
- Accepting the bitter lesson and embracing the brains complexity - The Transmitter: Neuroscience News and Perspectives - March 30th, 2025 [March 30th, 2025]
- NIH neurodevelopmental assessment system now available as iPad app - The Transmitter: Neuroscience News and Perspectives - March 30th, 2025 [March 30th, 2025]
- Stronger Bonds Before Birth Shape Healthier Mother-Child Futures - Neuroscience News - March 30th, 2025 [March 30th, 2025]
- How Emotionally Intelligent People Learn to Control Their Inner Voice, Backed by Neuroscience - Inc. - March 30th, 2025 [March 30th, 2025]
- Gabriele Scheler reflects on the interplay between language, thought and AI - The Transmitter: Neuroscience News and Perspectives - March 30th, 2025 [March 30th, 2025]
- Worlds first crowd-sourced neuroscience study aims to understand how our brains predict the future - EurekAlert - March 15th, 2025 [March 15th, 2025]
- Rewriting Neuroscience: Possible Foundations of Human Intelligence Observed for the First Time - SciTechDaily - March 15th, 2025 [March 15th, 2025]
- Calculating neurosciences carbon cost: Q&A with Stefan Pulver and William Smith - The Transmitter: Neuroscience News and Perspectives - March 15th, 2025 [March 15th, 2025]
- The future of neuroscience research at U.S. minority-serving institutions is in danger - The Transmitter: Neuroscience News and Perspectives - March 15th, 2025 [March 15th, 2025]
- Dopamine and social media: Why you cant stop scrolling, according to neuroscience - PsyPost - March 15th, 2025 [March 15th, 2025]
- Neuroscience Discovered a Clever Trick for Squeezing More Joy Out of Everyday Pleasures - Inc. - March 15th, 2025 [March 15th, 2025]
- The limits of neuroscience - The Transmitter: Neuroscience News and Perspectives - March 15th, 2025 [March 15th, 2025]
- BPOM Explains The Benefits Of Fasting From The Health And Neuroscience Side - VOI English - March 15th, 2025 [March 15th, 2025]
- How tiny tardigrades could help tackle systems neuroscience questions - The Transmitter: Neuroscience News and Perspectives - March 15th, 2025 [March 15th, 2025]
- Alison Preston explains how our brains form mental frameworks for interpreting the world - The Transmitter: Neuroscience News and Perspectives - March 15th, 2025 [March 15th, 2025]
- The Mystical Mind Meets Neuroscience: Seeking the Roots of Consciousness - Next Big Idea Club Magazine - March 15th, 2025 [March 15th, 2025]
- Myosin Therapeutics Closes Second Seed Round to Advance Clinical Trials for Innovative Cancer and Neuroscience Therapies - PR Newswire - March 5th, 2025 [March 5th, 2025]
- Neuroscience Ph.D. programs adjust admissions in response to U.S. funding uncertainty - The Transmitter: Neuroscience News and Perspectives - March 5th, 2025 [March 5th, 2025]
- New tools help make neuroimaging accessible to more researchers - The Transmitter: Neuroscience News and Perspectives - March 5th, 2025 [March 5th, 2025]
- Future Thinking Training Reduces Impulsivity - Neuroscience News - March 5th, 2025 [March 5th, 2025]
- Null and Noteworthy, relaunched: Probing a schizophrenia biomarker - The Transmitter: Neuroscience News and Perspectives - March 5th, 2025 [March 5th, 2025]
- How to communicate the value of curiosity-driven research - The Transmitter: Neuroscience News and Perspectives - March 5th, 2025 [March 5th, 2025]
- Cognitive neuroscience approach to explore the impact of wind turbine noise on various mental functions - Nature.com - March 5th, 2025 [March 5th, 2025]
- Football on the Brain: Helping coaches embed neuroscience knowledge - Training Ground Guru - March 5th, 2025 [March 5th, 2025]
- Taking Control: Using Neuroscience to Build Better Lives - theLoop - March 5th, 2025 [March 5th, 2025]
- Creating a pipeline of talent to feed the growth of Neuroscience: Lessons from Ghana - Myjoyonline - March 5th, 2025 [March 5th, 2025]
- Exclusive: NIH appears to archive policy requiring female animals in studies - The Transmitter: Neuroscience News and Perspectives - February 25th, 2025 [February 25th, 2025]
- Roll On Down The Highway 2025 Tour coming to Neuroscience Group Field - WeAreGreenBay.com - February 25th, 2025 [February 25th, 2025]
- STEM organizations host Neuroscience Outreach Fair for local K-12 students - University of Virginia The Cavalier Daily - February 25th, 2025 [February 25th, 2025]
- Adapt or die: Safeguarding the future of diversity and inclusion funding in neuroscience - The Transmitter: Neuroscience News and Perspectives - February 25th, 2025 [February 25th, 2025]
- The last two-author neuroscience paper? - The Transmitter: Neuroscience News and Perspectives - February 25th, 2025 [February 25th, 2025]
- Gate Neurosciences Strengthens Focus on the Synapse as a Therapeutic Target with Acquisition of Boost Neuroscience - Business Wire - February 25th, 2025 [February 25th, 2025]
- Why Firefly Neuroscience, Inc. (AIFF) Is Soaring This Year So Far - Yahoo Finance - February 25th, 2025 [February 25th, 2025]
- Breaking the barrier between theorists and experimentalists - The Transmitter: Neuroscience News and Perspectives - February 25th, 2025 [February 25th, 2025]
- Preserving Brain Health and Advancing Neuroscience - University of Miami - February 25th, 2025 [February 25th, 2025]
- Science must step away from nationally managed infrastructure - The Transmitter: Neuroscience News and Perspectives - February 25th, 2025 [February 25th, 2025]
- Repurposed Blood Pressure Drug May Treat ADHD - Neuroscience News - February 25th, 2025 [February 25th, 2025]
- How to teach students about science funding - The Transmitter: Neuroscience News and Perspectives - February 25th, 2025 [February 25th, 2025]
- Reflecting on 2024: Advancing Neuroscience Research to Improve Neurological Health - National Institute of Neurological Disorders and Stroke - February 25th, 2025 [February 25th, 2025]
- Brains Hidden Circuitry for Risk and Reward Uncovered - Neuroscience News - February 25th, 2025 [February 25th, 2025]
- Why We Keep Exploring Even After Learning the Best Strategy - Neuroscience News - February 25th, 2025 [February 25th, 2025]
- Unlocking Cellular Youth: The Protein That Reverses Aging - Neuroscience News - February 25th, 2025 [February 25th, 2025]
- This paper changed my Life: Bill Newsome reflects on a quadrilogy of classic visual perception studies - The Transmitter: Neuroscience News and... - February 25th, 2025 [February 25th, 2025]
- Roundup: The false association between vaccines and autism - The Transmitter: Neuroscience News and Perspectives - February 3rd, 2025 [February 3rd, 2025]
- Static pay, shrinking prospects fuel neuroscience postdoc decline - The Transmitter: Neuroscience News and Perspectives - February 3rd, 2025 [February 3rd, 2025]