Scientists Chart 27 Distinct Human Emotions on This Interactive Map
This conceptual framework is the most advanced representation of human emotions to date.
If you took the whole spectrum of human emotion and tried to map it, what would it look like? What geometrical shape would it take? Or would it be more like a schematic? How to accurately represent this crucial aspect of our inner world has been a topic of much debate among psychologists.
The nuances and interconnectedness of the human emotional landscape has proven difficult to represent visually. Two of the most common models, maps and semantic spaces—the framework used to represent word meanings—have both fallen flat. So recently, researchers at UC Berkeley attempted a new approach.
Though we by and large are all well-versed in human emotion, it’s a subjective experience. There are hundreds and even thousands of words related to emotional states. Also, finding the boundaries between one category and the next can be tricky. Researchers in this study call their model a “conceptual framework.”
Doctoral student Alan S. Cowen and Prof. Dacher Keltner, PhD created a new kind of map. According to Cowen, "We sought to shed light on the full palette of emotions that color our inner world." Their results and findings were published in the Proceedings of National Academy of Sciences (PNAS).
Visually representing the whole of human emotion has proven difficult. Pixabay.
Using self-reporting methods, they identified 27 distinct emotional states. Before this, we typically had only six basic states. Famed American psychologist Paul Ekman identified them as anger, disgust, fear, happiness, sadness, and surprise.
The 27 from this study are as follows: admiration, adoration, aesthetic appreciation, amusement, anxiety, awe, awkwardness, boredom, calmness, confusion, craving, disgust, empathetic pain, entrancement, envy, excitement, fear, horror, interest, joy, nostalgia, romance, sadness, satisfaction, sexual desire, sympathy, and triumph.
In the report, the authors write, “By analyzing the distribution of reported emotional states we uncover gradients of emotion—from anxiety to fear to horror to disgust, calmness to aesthetic appreciation to awe, and others.”
The best part of the map is that it’s interactive. If you take your mouse and hover over any part of it, you’ll soon find a short video popping up. Although one can see some strict delineations between one emotion and the next, the visual map also blends categories when necessary, making it highly nuanced.
Some of the emotions sort of lumped in a chain are fear, horror, and disgust. While adoration, joy and admiration are farther apart but remain in the same vicinity. There are outliers too, such as craving, nostalgia, and confusion. See the map here. According to Cowen, "We don't get finite clusters of emotions in the map because everything is interconnected."
Many emotions during an experience are interconnected. Researchers found a novel way to represent those relationships. Getty Images.
To prepare the study, Keltner and Cowen collected 2,185 online videos. Each was a 5-10 second clip portraying a particular emotion. One was of a man with a spider in his mouth. Another was a pig falling out of a moving truck. And another still was a cat giving a dog a massage.
Next, they recruited volunteers from Amazon’s Mechanical Turk. Then 853 participants were each shown 30 of these videos. The first group answered how the clips made them feel, freeform. The second where given an answer sheet from which they could select responses.
With different color gradients and video clips popping up, this multimedia approach seems very 21st century. What’s more, there’s nuance in how the videos depict each emotion. They aren’t portrayed singularly.
Instead, at the top of the screen, as the video runs, it’ll tell you the percentages of each emotion being portrayed. For instance, hover between calmness and aesthetic appreciation and a video of a mountain lake with clouds streaming over it pops up. Go slightly to the right, and you’ll see a castle tower next to a waterfall.
Want another look at the map? Click here.
For those who wish to conquer their own emotions, try here:
Pfizer's partnerships strengthen their ability to deliver vaccines in developing countries.
- Community healthcare workers face many challenges in their work, including often traveling far distances to see their clients
- Pfizer is helping to drive the UN's sustainable development goals through partnerships.
- Pfizer partnered with AMP and the World Health Organization to develop a training program for healthcare workers.
The controversy around the Torah codes gets a new life.
- Mathematicians claim to see a predictive pattern in the ancient Torah texts.
- The code is revealed by a method found with special computer software.
- Some events described by reading the code took place after the code was written.
Orangutans join humans and bees in a very exclusive club
- Orangutan mothers wait to sound a danger alarm to avoid tipping off predators to their location
- It took a couple of researchers crawling around the Sumatran jungle to discover the phenomenon
- This ability may come from a common ancestor
SMARTER FASTER trademarks owned by The Big Think, Inc. All rights reserved.