Spend enough time on the internet, and you might start feeling an inescapable sense of melancholy from the constant barrage of bad news, mean-spirited tweets, and divisive Facebook posts from that guy you haven’t spoken to since high school. But while an endless stream of depressing words scrolling across your laptop screen might put you in a funk, a new study indicates that language itself isn’t necessarily such a bummer; There may, in fact, be an inherent trend toward the positive across the spectrum of human languages.


For their study “Human Language Reveals a Universal Positivity Bias,” published this week in the Proceedings of the National Academy of the Sciences, a team of mathematicians from the University Of Vermont lead by Peter Dodds looked across ten different languages including English, Arabic, and simplified Chinese, compiling thousands of the most used words culled from literature, social media, even song lyrics. Using native speakers to asses the various compiled words in terms of their positivity, the team concluding there is:

…evidence of a deep imprint of human sociality in language, [and] that (i) the words of natural human language possess a universal positivity bias, (ii) the estimated emotional content of words is consistent between languages under translation, and (iii) this positivity bias is strongly independent of frequency of word use.

For those who insist on keeping score, Spanish reportedly has the strongest bias toward positivity, while Chinese rankes last. Still, the overall trend, the researchers found, indicated a positivity bias across all languages.

As the paper notes, this is effectively a data-driven confirmation of—or at least supporting evidence for—what’s known as the “Pollyanna Hypothesis,” a 1969 theory by University of Illinois researchers Jerry Boucher and Charles Osgood, which theorizes “a universal human tendency to use evaluatively positive words more frequently and diversely than evaluatively negative words.” As Vice’s Motherboard points out, these types of evaluative language studies have been around for a while, with Dodds himself having done a similar – if more limited – one in 2012. But while that project, and Boucher/Osgood’s 1969 work, focused specifically on English, Dodds latest research, he explained to Motherboard represents a “leap forward in terms of the scope of data-based approaches to language analysis.”

While the study seems to confirm a language bias toward positivity, it’s not without limitations. Factors such as word-context were not taken into account, nor does the study ultimately answer whether language makes humans naturally happy, or if humans are happy, and the observed positivity is byproduct thereof. Rather, Dodds told Motherboard, this study is simply a starting place for scientists to conduct more complex, more comprehensive language analysis.

Given that ninety percent of the world’s six thousand or so languages are may be set to go extinct in the next hundred years, they’d better hurry.

  • Man’s dog suddenly becomes protective of his wife, Internet clocks the reason right away
    Dogs have impressive observational powers.Photo credit: Canva

    Reddit user Girlfriendhatesmefor’s three-year-old pitbull, Otis, had recently become overprotective of his wife. So he asked the online community if they knew what might be wrong with the dog.

    “A week or two ago, my wife got some sort of stomach bug,” the Reddit user wrote under the subreddit /r/dogs. “She was really nauseous and ill for about a week. Otis is very in tune with her emotions (we once got in a fight and she was upset, I swear he was staring daggers at me lol) and during this time didn’t even want to leave her to go on walks. We thought it was adorable!”

    His wife soon felt better, butthe dog’s behavior didn’t change.

    pregnancy signs, dogs and pregnancy, pitbull behavior, pet intuition, dog overprotection, Reddit stories, viral Reddit, dog instincts, canine emotions, dog owner tips
    Otis knew before they did. Canva

    Girlfriendhatesmefor began to fear that Otis’ behavior may be an early sign of an aggression issue or an indication that the dog was hurt or sick.

    So he threw a question out to fellow Reddit users: “Has anyone else’s dog suddenly developed attachment/aggression issues? Any and all advice appreciated, even if it’s that we’re being paranoid!”

    The most popular response to his thread was by ZZBC.

    Any chance your wife is pregnant?

    ZZBC | Reddit

    The potential news hit Girlfriendhatesmefor like a ton of bricks. A few days later, Girlfriendhatesmefor posted an update and ZZBC was right!

    “The wifey is pregnant!” the father-to-be wrote. “Otis is still being overprotective but it all makes sense now! Thanks for all the advice and kind words! Sorry for the delayed reply, I didn’t check back until just now!”

    Redditors responded with similar experiences.

    Anecdotal I know but I swear my dog knew I was pregnant before I was. He was super clingy (more than normal) and was always resting his head on my belly.

    realityisworse | Reddit

    So why do dogs get overprotective when someone is pregnant?

    Jeff Werber, PhD, president and chief veterinarian of the Century Veterinary Group in Los Angeles, told Health.com that “dogs can also smell the hormonal changes going on in a woman’s body at that time.” He added the dog may “not understand that this new scent of your skin and breath is caused by a developing baby, but they will know that something is different with you—which might cause them to be more curious or attentive.”

    The big lesson here is to listen to your pets and to ask questions when their behavior abruptly changes. They may be trying to tell you something, and the news may be life-changing.

    This article originally appeared last year.

  • Throughout history, women have stood up and fought to break down barriers imposed on them from stereotypes and societal expectations. The trailblazers in these photos made history and redefined what a woman could be. In doing so, they paved the way for future generations to stand up and continue to fight for equality.

  • ,

    Why mass shootings spawn conspiracy theories

    Mass shootings and conspiracy theories have a long history.

    While conspiracy theories are not limited to any topic, there is one type of event that seems particularly likely to spark them: mass shootings, typically defined as attacks in which a shooter kills at least four other people.

    When one person kills many others in a single incident, particularly when it seems random, people naturally seek out answers for why the tragedy happened. After all, if a mass shooting is random, anyone can be a target.

    Pointing to some nefarious plan by a powerful group – such as the government – can be more comforting than the idea that the attack was the result of a disturbed or mentally ill individual who obtained a firearm legally.


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