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Is Purple Lost in Translation? The Affective Meaning of Purple, Violet, and Lilac Cognates in 16 Languages and 30 Populations

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Abstract

Colour-emotion association data show a universal consistency in colour-emotion associations, apart from emotion associations with PURPLE. Possibly, its heterogeneity was due to different cognates used as basic colour terms between languages. We analysed emotion associations with PURPLE across 30 populations, 28 countries, and 16 languages (4,008 participants in total). Crucially, these languages used the cognates of purple, lilac, or violet to denote the basic PURPLE category. We found small but systematic affective differences between these cognates. They were ordered as purple > lilac > violet on valence, arousal, and power biases. Statistically, the cognate purple was the most strongly biased towards associations with positive emotions, and lilac was biased more strongly than violet. Purple was more biased towards high power emotions than violet, but cognates did not differ on arousal biases. Additionally, affective biases differed by population, suggesting high variability within each cognate. Thus, cognates partly account for inconsistencies in the meaning of PURPLE, without explaining their origins.

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  1. We followed a reviewer’s suggestion by calculating an alternative bias score, which weighs the average number of associated emotions by intensity. For valence, we calculated the valence intensity bias = average intensitypositive – average intensitynegative. We calculated analogue intensity biases for arousal and power scores. Repeating the statistical analyses with these alternative intensity bias scores, we obtained comparable results to those with our initial intensity bias scores. We report results on these initial scores to facilitate comparability between studies (Jonauskaite et al., 2020b, 2021). We provide the alternative intensity bias scores in our data file in open access: https://osf.io/ea98m/

5. References

  • Berlin, B., & Kay, P. (1969). Basic color terms. Their universality and evolution. University of California Press

    Google Scholar 

  • Cohen, J. (1988). Statistical power analysis for the behavioral sciences. Routledge Academic.

    Google Scholar 

  • Dael, N., Perseguers, M.-N., Marchand, C., Antonietti, J.-P., & Mohr, C. (2016). Put on that colour, it fits your emotion: colour appropriateness as a function of expressed emotion. Quarterly Journal of Experimental Psychology, 69(8), 1619–1630. https://doi.org/10.1080/17470218.2015.1090462

    Article  Google Scholar 

  • Epicoco, D., Mohr, C., Uusküla, M., Quiblier, M., Bouayed Meziane, M., Laurent, E., & Jonauskaite, D. (2021). Making sense of free associations with purple – A new coding scheme testing French speakers in three countries. In Proceedings of the International Colour Association (AIC) Conference 2021, pp. 891–896.

  • Fontaine, J. R. J., Scherer, K. R., Roesch, E. B., & Ellsworth, P. C. (2007). The world of emotions is not two-dimensional. Psychological Science, 18(12), 1050–1057. https://doi.org/10.1111/j.1467-9280.2007.02024.x

    Article  PubMed  Google Scholar 

  • Fontaine, J. R. J., Scherer, K. R., & Soriano, C. (2013). Components of emotional meaning. A sourcebook. Oxford University Press. https://doi.org/10.1093/acprof:oso/9780199592746.001.0001

    Book  Google Scholar 

  • Forbes, I. (2006). Age-related differences in the basic colour vocabulary of French. In C. P. Biggam, C. Kay, & N. J. Pitchford (Eds.), Progress in colour studies I. Language and culture (pp. 101–109). Benjamins.

    Chapter  Google Scholar 

  • Hupka, R. B., Zaleski, Z., Otto, J., Reidl, L., & Tarabrina, N. V. (1997). The colors of anger, envy, fear, and jealousy. Journal of Cross-Cultural Psychology, 28(2), 156–171. https://doi.org/10.1177/0022022197282002

    Article  Google Scholar 

  • Jackson, J. C., Watts, J., Henry, T. R., List, J.-M., Forkel, R., Mucha, P. J., Greenhill, S. J., Gray, R. D., & Lindquist, K. A. (2019). Emotion semantics show both cultural variation and universal structure. Science, 366(6472), 1517–1522. https://doi.org/10.1126/science.aaw8160

    Article  PubMed  Google Scholar 

  • Jonauskaite, D., Abu-Akel, A., Dael, N., Oberfeld, D., Abdel-Khalek, A. M., Al-Rasheed, A. S., Antonietti, J.-P., Bogushevskaya, V., Chamseddine, A., Chkonia, E., Corona, V., Fonseca-Pedrero, E., Griber, Y. A., Grimshaw, G., Hasan, A. A., Havelka, J., Hirnstein, M., Karlsson, B. S. A., Lindeman, M., Marquardt, L., Mefoh, P., Papadatou-Pastou, M., Pérez-Albéniz, A., Pouyan, N., Roinishvili, M., Romanyuk, L., Salgado Montejo, A., Schrag, Y., Sultanova, A., Uusküla, M., Vainio, S., Wąsowicz, G., Zdravković, S., Zhang, M., & Mohr, C. (2020a). Universal patterns in color-emotion associations are further shaped by linguistic and geographic proximity. Psychological Science, 31(10), 1245–1260. https://doi.org/10.1177/0956797620948810

    Article  PubMed  Google Scholar 

  • Jonauskaite, D., Althaus, B., Dael, N., Dan-Glauser, E., & Mohr, C. (2019a). What color do you feel? Color choices are driven by mood. Color Research & Application, 44(2), 272–284. https://doi.org/10.1002/col.22327

    Article  Google Scholar 

  • Jonauskaite, D., Camenzind, L., Parraga, C. A., Diouf, C. N., Mercapide Ducommun, M., Müller, L., Norberg, M., & Mohr, C. (2021). Colour-emotion associations in individuals with red-green colour blindness. PeerJ, 9, e11180. https://doi.org/10.7717/peerj.11180

    Article  PubMed  PubMed Central  Google Scholar 

  • Jonauskaite, D., Parraga, C. A., Quiblier, M., & Mohr, C. (2020b). Feeling blue or seeing red? Similar patterns of emotion associations with colour patches and colour terms. i-Perception, 11(1), 1–24. https://doi.org/10.1177/2041669520902484

    Article  Google Scholar 

  • Jonauskaite, D., Wicker, J., Mohr, C., Dael, N., Havelka, J., Papadatou-Pastou, M., Zhang, M., & Oberfeld, D. (2019b). A machine learning approach to quantify the specificity of colour–emotion associations and their cultural differences. Royal Society Open Science, 6(9), 190741. https://doi.org/10.1098/rsos.190741

    Article  PubMed  PubMed Central  Google Scholar 

  • Kay, P., Berlin, B., Maffi, L., Merrifield, W. R., & Cook, R. S. (2009). The world color survey. CSLI Publications.

    Google Scholar 

  • Lillo, J., González-Perilli, F., Prado-León, L., Melnikova, A., Álvaro, L., Collado, J. A., & Moreira, H. (2018). Basic color terms (BCTs) and categories (BCCs) in three dialects of the Spanish language: Interaction between cultural and universal factors. Frontiers in Psychology, 9(May), 1–19. https://doi.org/10.3389/fpsyg.2018.00761

    Article  Google Scholar 

  • Lindsey, D. T., & Brown, A. M. (2014). The color lexicon of American English. Journal of Vision, 14(2), 1–25. https://doi.org/10.1167/14.2.17

    Article  Google Scholar 

  • Majid, A., Jordan, F., & Dunn, M. (2015). Semantic systems in closely related languages. Language Sciences, 49, 1–18. https://doi.org/10.1016/j.langsci.2014.11.002

    Article  Google Scholar 

  • Mohr, C., Jonauskaite, D., Dan-Glauser, E. S., Uusküla, M., & Dael, N. (2018). Unifying research on colour and emotion: Time for a cross-cultural survey on emotion associations with colour terms. In L. W. MacDonald, C. P. Biggam, & G. Paramei (Eds.), Progress in colour studies: Cognition, language, and beyond (pp. 209–222). John Benjamins Publishing Company. https://doi.org/10.1075/z.217.11moh

    Chapter  Google Scholar 

  • Mylonas, D., & MacDonald, L. (2015). Augmenting basic colour terms in English. Color Research and Application, 41(1), 32–42. https://doi.org/10.1002/col.21944

    Article  Google Scholar 

  • Pastoureau, M. (2012). The colours of our memories. Polity.

    Google Scholar 

  • Scatton, E. A. (2002). Bulgarian. In G. Corbett & B. Comrie (Eds.), The Slavonic Languages (pp. 188–248). Routledge. https://www.routledge.com/The-Slavonic-Languages/Corbett-Comrie/p/book/9780415280785#

  • Scherer, K. R., Shuman, V., Fontaine, J. R. J., & Soriano, C. (2013). The GRID meets the wheel: Assessing emotional feeling via self-report. In J. R. J. Fontaine, K. R. Scherer, & C. Soriano (Eds.), Components of emotional meaning: A sourcebook (pp. 281–298). Oxford University Press. https://doi.org/10.13140/RG.2.1.2694.6406

    Chapter  Google Scholar 

  • Soriano, C., Fontaine, J. R. J., Scherer, K. R., Akırmak, G. A., Alarcón, P., Alonso-Arbiol, I., Bellelli, G., Pérez-Aranibar, C. C., Eid, M., Ellsworth, P., Galati, D., Hareli, S., Hess, U., Ishii, K., Jonker, C., Lewandowska-Tomaszczyk, B., Meiring, D., Mortillaro, M., Niiya, Y., Zitouni, A. (2013). Cross-cultural data collection with the GRID instrument. In Components of Emotional Meaning (pp. 98–105). Oxford University Press. https://doi.org/10.1093/acprof:oso/9780199592746.003.0007.

  • Specker, E., Leder, H., Rosenberg, R., Hegelmaier, L. M., Brinkmann, H., Mikuni, J., & Kawabata, H. (2018). The universal and automatic association between brightness and positivity. Acta Psychologica, 186, 47–53. https://doi.org/10.1016/j.actpsy.2018.04.007

    Article  PubMed  Google Scholar 

  • Sturges, J., & Whitfield, T. W. A. (1995). Locating basic colours in the Munsell space. Color Research & Application, 20(6), 364–376. https://doi.org/10.1002/col.5080200605

    Article  Google Scholar 

  • Uusküla, M. (2007). The basic colour terms of Finnish. SKY Journal of Linguistics, 20, 367–397. http://www.kirj.ee/?id=13270&tpl=1061&c_tpl=1064.

  • Uusküla, M. (2014). Linguistic categorization of blue in standard Italian. In Colour Studies (pp. 67–78). John Benjamins Publishing Company. https://doi.org/10.1075/z.191.04uus.

  • Uusküla, M., & Bimler, D. (2016a). How universal are focal colors after all? A new methodology for identifying focal color terms. In G. Paulsen, M. Uusküla, & J. Brindle (Eds.), Color language and color categorization (pp. 2–39). Cambridge Scholars Publishing.

    Google Scholar 

  • Uusküla, M., & Bimler, D. (2016b). From listing data to semantic maps: Cross-linguistic commonalities in cognitive representation of colour. Folklore Electronic Journal of Folklore, 64, 57–90.

    Article  Google Scholar 

  • Uusküla, M., Hollman, L., & Sutrop, U. (2012). Basic colour terms in five Finno-Ugric languages and Estonian sign language: A comparative study. Journal of Estonian and Finno-Ugric Linguistics, 3(1), 47–86. https://doi.org/10.12697/jeful.2012.3.1.02

    Article  Google Scholar 

  • Valdez, P., & Mehrabian, A. (1994). Effects of color on emotions. Journal of Experimental Psychology: General, 123(4), 394–409. https://doi.org/10.1037/0096-3445.123.4.394

    Article  PubMed  Google Scholar 

  • Vejdemo, S. (2017). Triangulating perspectives on lexical replacement: from predictive statistical models to descriptive color linguistics. Stockholm University.

    Google Scholar 

  • Vejdemo, S., Levisen, C., van Scherpenberg, C., Næss, Å., Zimmermann, M., Stockall, L., & Whelpton, M. (2015). Two kinds of pink: Development and difference in Germanic colour semantics. Language & Communication, 49, 19–34. https://doi.org/10.1016/j.langsci.2014.07.007

    Article  Google Scholar 

  • Wharton, D. (2020). Prestige, colour, and colour language in Imperial Rome. In Colour Psychology in the Graeco-Roman World (pp. 271–303).

  • Witzel, C. (2019). Misconceptions about colour categories. Review of Philosophy and Psychology, 10(3), 499–540. https://doi.org/10.1007/s13164-018-0404-5

    Article  Google Scholar 

  • World Medical Association. (2013). World Medical Association declaration of Helsinki. Ethical principles for medical research involving human subjects. The Journal of the American Medical Association, 310(20), 2191–2194. https://doi.org/10.1001/jama.2013.281053

    Article  Google Scholar 

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Acknowledgements

We would like to thank collaborators of the International Colour-Emotion Association Survey who contributed to translations and data collection (also see them listed as co-authors in Jonauskaite et al., 2020a, Psychological Science).

Funding

This research was supported by the Swiss National Science Foundation, providing a Doc.CH and Postdoc.Mobility fellowship grants to DJ (P0LAP1_175055; P500PS_202956) and a project funding grant to CM (100014_182138), supporting DE’s doctoral studies.

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All authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by Déborah Epicoco and Domicele Jonauskaite. The first draft of the manuscript was written by Mari Uusküla, Christine Mohr, and Domicele Jonauskaite, and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

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Correspondence to Domicele Jonauskaite.

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Participation was voluntary. Participants provided informed consent by proceeding with the survey after reading the first information page. The study was conducted in accordance with the principles expressed in the Declaration of Helsinki (World Medical Association, 2013). We received ethics approval from the Research Ethics Commission of the University of Lausanne (C_SSP_032020_00003). Most of the data used in this study have been published in previous investigations of colour-emotion associations (Jonauskaite et al., 2020a, 2020b) and are publicly accessible (https://forsbase.unil.ch/project/study-public-overview/16941/0/). We provide data from the current study on the Open Science Framework https://osf.io/ea98m/.

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Uusküla, M., Mohr, C., Epicoco, D. et al. Is Purple Lost in Translation? The Affective Meaning of Purple, Violet, and Lilac Cognates in 16 Languages and 30 Populations. J Psycholinguist Res 52, 853–868 (2023). https://doi.org/10.1007/s10936-022-09920-5

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