A Psycholinguistic Analysis of Affective Lexicon Processing and Emotional Resonance in Khloe Rose's 'Fictional' Among English Education Students

Authors

  • Dyah Arum Centhini Tambang Raras
  • Moh. Fuadul Matin
  • Chyntia Heru Woro Prastiwi

DOI:

https://doi.org/10.1234/prosiding.v2i1.4996

Keywords:

Psycholinguistics, Affective lexicon, Emotional resonance, EFL Responses, Song lyrics, Escapism

Abstract

abstrak—Penelitian ini mengkaji jenis leksikon afektif, pemrosesannya secara psikolinguistik, dan resonansi emosional yang ditimbulkan dalam lagu "Fictional" (2023) karya Khloe Rose di kalangan mahasiswa Pendidikan Bahasa Inggris. Menggunakan desain metode campuran, penelitian ini mengintegrasikan anotasi lirik kualitatif dengan kerangka leksikon afektif SentiSense dan kerangka kategorisasi gramatikal. Analisis kuantitatif data kuesioner terstruktur dari 10 peserta mahasiswa sarjana. Temuan menunjukkan bahwa lagu ini mengandung dua belas unit leksikal afektif dominan yang mencakup tujuh kategori SentiSense—Kesedihan, Keputusasaan, Ketakutan, Harapan, Cinta, Kegembiraan, dan Ketenangan—yang disusun melalui kontras antonimik antara domain realitas dan fiksi. Mahasiswa menunjukkan empat kecenderungan pemrosesan: bias leksikal konkret-pertama (90% untuk "broken heart"), rekonfigurasi kognitif optimistis terhadap metafora negatif (70% menginterpretasikan "down the rabbit hole" sebagai Harapan), pemrosesan komparatif skalar, dan akurasi tinggi untuk adjektiva afektif eksplisit (80%). Resonansi emosional secara keseluruhan sangat tinggi, dengan dua indikator mencapai konsensus 100%—resonansi perlindungan diri dan identifikasi isolasi. Empat faktor moderasi teridentifikasi: kecenderungan escapisme, tekanan akademik, keakraban dengan lagu, dan latar belakang pengalaman emosional individu.

Kata kunci—Psikolinguistik, Leksikon afektif, Resonansi emosional, EFL respons, Lirik lagu, Escapisme

 

Abstract—This study examines the types of affective lexicons, their psycholinguistic processing, and the emotional resonance they evoke in Khloe Rose's song "Fictional" (2023) among English Language Education students. Employing a mixed-methods design, this research integrates qualitative lyric annotation using the SentiSense affective lexicon framework and the grammatical categorization framework. Quantitative analysis of structured questionnaire data from 10 undergraduate participants. Findings reveal that the song contains twelve dominant affective lexical units spanning seven SentiSense categories—Sadness, Despair, Fear, Hope, Love, Joy, and Calm—structured through an antonymic contrast between the reality and fictional domains. Students demonstrated four processing tendencies: concrete-first lexical bias (90% for "broken heart"), optimistic cognitive reframing of negative metaphors (70% interpreted "down the rabbit hole" as Hope), scalar comparative processing, and high accuracy for explicit affective adjectives (80%). Emotional resonance was uniformly high, with two indicators reaching 100% consensus—self-protection resonance and isolation identification. Four moderating factors were identified: escapism tendency, academic pressure, song familiarity, and individual emotional experience. These findings validate the SentiSense framework's cross-linguistic applicability and underscore the pedagogical value of affectively rich authentic texts in EFL vocabulary instruction.

Keywords— Psycholinguistics, Affective lexicon, Emotional resonance, EFL Responses, Song lyrics, Escapism

References

Albornoz, J. C., Plaza, L., & Gervás, P. (2012). SentiSense: An easily scalable concept-based affective lexicon for sentiment analysis. In N. Calzolari, K. Choukri, T. Declerck, M. U. Dogan, B. Maegaard, J. Mariani, J. Odijk, & S. Piperidis (Eds.), Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC’2012) (pp. 3562–3567). European Language Resources Association (ELRA).

Appel, M., Gnambs, T., Richter, T., & Green, M. C. (2015). The transportation scale–short form (TS–SF). Media Psychology, 18(2), 243–266. https://doi.org/10.1080/15213269.2014.987400

Baso, Y. S., Rahmadania, S. P., & Pratiwi, D. E. (2024). The role of psycholinguistics in understanding perception and cognition in language learning. Jurnal Pendidikan Bahasa dan Sastra, 12(1), 45–58.

Borelli, J. L., Moss-Racusin, C. A., & Raison, C. L. (2018). Affective language and somatic memory: Valence, arousal, and frontotemporal integration in emotion-word processing. Neuropsychologia, 114, 117–126. https://doi.org/10.1016/j.neuropsychologia.2018.04.025

Bradley, M. M., & Lang, P. J. (1999). Affective norms for English words (ANEW): Instruction manual and affective ratings (Technical Report C-1). The Center for Research in Psychophysiology, University of Florida.

Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa

Çano, E., & Morisio, M. (2017). MoodyLyrics: A sentiment annotated lyrics dataset. In Proceedings of the 2017 International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence (ISMSI’2017) (pp. 118–124). ACM. https://doi.org/10.1145/3059336.3059340

Carter, R. (2010). Methodologies for stylistic analysis: Practices and pedagogies. In D. McIntyre & B. Busse (Eds.), Language and style (pp. 55–68). Palgrave Macmillan.

Citron, F. M. M. (2012). Neural correlates of written emotion word processing: A review of recent electrophysiological and hemodynamic neuroimaging studies. Brain and Language, 122(3), 211–226. https://doi.org/10.1016/j.bandl.2011.12.007

Creswell, J. W. (2014). Research design: Qualitative, quantitative, and mixed methods approaches (4th ed.). SAGE Publications.

Creswell, J. W., & Plano Clark, V. L. (2018). Designing and conducting mixed methods research (3rd ed.). SAGE Publications.

Decety, J., & Jackson, P. L. (2004). The functional architecture of human empathy. Behavioral and Cognitive Neuroscience Reviews, 3(2), 71–100. https://doi.org/10.1177/1534582304267187

Euphoria Zine. (2023). Khloe Rose and the world of ‘Fictional’: A relatable anthem for fangirls everywhere. Euphoria Zine. https://www.euphoriazine.com

Field, J. (2004). Psycholinguistics: The key concepts. Routledge.

Fiveash, A. (2014). Effects of musical valence on the cognitive processing of lyrics [Doctoral thesis, Macquarie University]. Macquarie University Research Online.

Fiveash, A., & Luck, G. (2016). The effects of musical valence and lyrics on cognitive processing of song. Psychomusicology: Music, Mind, and Brain, 26(4), 334–346. https://doi.org/10.1037/pmu0000157

Genius Lyrics. (2023). Khloe Rose – Fictional [Lyrics]. Genius. https://genius.com/Khloe-rose-fictional-lyrics

Godfroid, A., & Hopp, H. (2023). Psycholinguistics and second language acquisition. In R. J. Podesva & D. Sharma (Eds.), Research methods in linguistics (2nd ed., pp. 403–428). Cambridge University Press.

Green, M. C., & Brock, T. C. (2000). The role of transportation in the persuasiveness of public narratives. Journal of Personality and Social Psychology, 79(5), 701–721. https://doi.org/10.1037/0022-3514.79.5.701

Gupta, N., & Yang, Y. (2018). Emotion intensity detection for social media data. In Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (pp. 205–213). Association for Computational Linguistics.

Irimiás, A., Mitev, A., & Michalkó, G. (2021). Escapism in tourism: The role of fiction and fantasy in destination image formation. Tourism Recreation Research, 46(3), 405–415. https://doi.org/10.1080/02508281.2020.1782902

Khloe Rose. (2023). The In Between [EP]. Independent.

Kvale, S. (2007). Doing interviews. SAGE Publications. https://doi.org/10.4135/9781849208963

Lewis, T., Amini, F., & Lannon, R. (2000). A general theory of love. Random House.

Lincoln, Y. S., & Guba, E. G. (1985). Naturalistic inquiry. SAGE Publications.

Lindquist, K. A., Gendron, M., & Satpute, A. B. (2017). Language and emotion: Putting words into feelings and feelings into words. In L. F. Barrett, M. Lewis, & J. M. Haviland-Jones (Eds.), Handbook of emotions (4th ed., pp. 579–594). Guilford Press.

Mar’us, A., & Aditya, R. (2025). Song lyrics as narrative text: Emotional escapism and psycholinguistic responses in EFL contexts. Journal of Language and Literary Studies, 14(1), 88–103.

Mawaddah, S., & Djauhari, A. (2025). Emotional resonance of ‘Perfect’: A psycholinguistic study of listener responses to word choice and sentence structure in Ed Sheeran’s lyrics. Journal of English Language Teaching and Applied Linguistics, 7(1), 45–62.

Mori, S. (2022). Affective involvement and second language vocabulary acquisition: The role of emotional engagement with authentic texts. Language Learning Journal, 50(3), 312–329. https://doi.org/10.1080/09571736.2021.1893274

Oatley, K., & Johnson-Laird, P. N. (1987). Towards a cognitive theory of emotions. Cognition and Emotion, 1(1), 29–50. https://doi.org/10.1080/02699938708408362

Ortony, A., Clore, G. L., & Foss, M. A. (1987). The referential structure of the affective lexicon. Cognitive Science, 11(3), 341–364. https://doi.org/10.1207/s15516709cog1103_4

Paivio, A. (1986). Mental representations: A dual coding approach. Oxford University Press.

Preniqi, V., Amer, M., & Jakubowski, K. (2022). More than words: Linking music preferences and moral values through lyrics. Frontiers in Psychology, 13, 920051. https://doi.org/10.3389/fpsyg.2022.920051

Putriani, D., & Hamzah, A. (2026). Affective involvement and authentic material processing in EFL learning: Implications for vocabulary acquisition and emotional engagement. TESOL Quarterly, 60(1), 112–135.

Rosa, H. (2019). Resonance: A sociology of our relationship to the world (J. C. Wagner, Trans.). Polity Press. (Original work published 2016)

Rose, K. (2023, April). Interview with Billboard on the inspiration behind ‘Fictional’. Billboard. https://www.billboard.com

Sammler, D., Grosbras, M. H., Anwander, A., Bestelmeyer, P. E. G., & Belin, P. (2010). Dorsal and ventral pathways for prosody. Current Biology, 20(22), 1963–1968. https://doi.org/10.1016/j.cub.2010.09.054

Scherer, K. R. (2001). Appraisal considered as a process of multilevel sequential checking. In K. R. Scherer, A. Schorr, & T. Johnstone (Eds.), Appraisal processes in emotion: Theory, methods, research (pp. 92–120). Oxford University Press.

Senen, A. (2021). The sound of syntax: How sad music modulates language processing in the brain. Psychomusicology: Music, Mind, and Brain, 31(2), 78–92. https://doi.org/10.1037/pmu0000261

Stenseng, F., Rise, J., & Kraft, P. (2012). Activity engagement as escape from self: The role of self-suppression and self-expansion. Leisure Sciences, 34(1), 19–38. https://doi.org/10.1080/01490400.2012.633849

Warriner, A. B., Kuperman, V., & Brysbaert, M. (2013). Norms of valence, arousal, and dominance for 13,915 English lemmas. Behavior Research Methods, 45(4), 1191–1207. https://doi.org/10.3758/s13428-012-0314-x

Zajonc, R. B. (1968). Attitudinal effects of mere exposure. Journal of Personality and Social Psychology, 9(2, Pt. 2), 1–27. https://doi.org/10.1037/h0025848

Zhang, Y., Gao, M., & Cheng, H. (2014). Grammatical categorization in Mandarin-Chinese-learning infants. Language Acquisition, 21(3), 245–268. https://doi.org/10.1080/10489223.2014.892949

Zhou, Y. (2022). Digital escapism and emotional coping: How Gen Z uses fictional media as a response to relational disappointment. Cyberpsychology, Behavior, and Social Networking, 25(6), 378–386. https://doi.org/10.1089/cyber.2021.0455

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2026-06-03

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