{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,30]],"date-time":"2026-07-30T09:16:07Z","timestamp":1785402967596,"version":"3.56.0"},"reference-count":51,"publisher":"MDPI AG","issue":"8","license":[{"start":{"date-parts":[[2026,7,30]],"date-time":"2026-07-30T00:00:00Z","timestamp":1785369600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["23JNLH10"],"award-info":[{"award-number":["23JNLH10"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Project of the Key Laboratory of Philosophy and Social Science of Guangdong Higher Education Institutes","award":["2024WSYS003"],"award-info":[{"award-number":["2024WSYS003"]}]},{"name":"First-class Graduate Course Program in Psycholinguistics of Jinan University","award":["2023YKC006"],"award-info":[{"award-number":["2023YKC006"]}]},{"name":"Excellent Graduate Student Cultivation Program of Jinan University","award":["2026CXB021"],"award-info":[{"award-number":["2026CXB021"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Brain Sci.","Brain Sciences"],"abstract":"<jats:p>Background\/Objectives: Cross-modal emotional priming effects of music on language have been widely demonstrated, but how musical emotion interacts with different types of conceptual representation remains unclear. This study examined whether emotional musical contexts exert differential influences on the processing of concrete and abstract words, whose processing is thought to depend to different degrees on sensorimotor and affective experience. Methods: Two ERP experiments were conducted using a long stimulus-onset asynchrony priming paradigm with two independent groups of participants. In Experiment 1, 24 female participants performed valence judgments on concrete words following positive or negative musical primes. In Experiment 2, 24 female participants completed the same task with abstract words. ERP components associated with early perceptual or attentional processing, semantic processing, and later evaluative or integrative processing were analyzed. Results: Musical emotion modulated the processing of both concrete and abstract words, but the temporal patterns differed. For concrete words, music\u2013word valence-congruency effects were mainly observed following negative music primes, with negative words eliciting larger P2 and late positive component amplitudes than positive words. Musical context also modulated the N400 amplitudes, suggesting effects across multiple processing stages. For abstract words, no reliable interaction was observed in the P2 or N400 time windows. Instead, a late-stage valence effect emerged mainly following positive music primes, with negative words eliciting larger late positive component amplitudes than positive words. Conclusions: These findings suggest that musical emotion interacts with concrete and abstract word processing through distinct temporal patterns. The results offer preliminary support for the contextual compensation hypothesis, suggesting that concrete words may be more sensitive to external musical contexts during emotional processing, whereas abstract words appear to rely more on later-stage emotional integration. These findings therefore highlight context-dependent effects of musical emotion and music\u2013word valence congruency on concrete and abstract word processing.<\/jats:p>","DOI":"10.3390\/brainsci16080803","type":"journal-article","created":{"date-parts":[[2026,7,30]],"date-time":"2026-07-30T08:09:42Z","timestamp":1785398982000},"page":"803","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Musical Emotion Modulates Concrete and Abstract Word Processing: Evidence from ERPs"],"prefix":"10.3390","volume":"16","author":[{"given":"Lili","family":"Ming","sequence":"first","affiliation":[{"name":"College of Chinese Language and Culture, Jinan University, Guangzhou 510610, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Limei","family":"Wu","sequence":"additional","affiliation":[{"name":"College of Chinese Language and Culture, Jinan University, Guangzhou 510610, China"},{"name":"Key Laboratory of Digital and Intelligent Chinese Language and Culture of Guangdong Province, Guangzhou 510610, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinqiao","family":"Zhang","sequence":"additional","affiliation":[{"name":"College of Chinese Language and Culture, Jinan University, Guangzhou 510610, China"},{"name":"Key Laboratory of Digital and Intelligent Chinese Language and Culture of Guangdong Province, Guangzhou 510610, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2026,7,30]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"813","DOI":"10.1080\/23273798.2019.1620957","article-title":"Affective neurolinguistics: Towards a framework for reconciling language and emotion","volume":"35","author":"Hinojosa","year":"2019","journal-title":"Lang. Cogn. Neurosci."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"1981","DOI":"10.1097\/00001756-200512190-00002","article-title":"Brain regions involved in the recognition of happiness and sadness in music","volume":"16","author":"Khalfa","year":"2005","journal-title":"NeuroReport"},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1038\/s41583-022-00578-5","article-title":"Music in the brain","volume":"23","author":"Vuust","year":"2022","journal-title":"Nat. Rev. Neurosci."},{"key":"ref_4","doi-asserted-by":"crossref","unstructured":"Patel, A.D. (2011). Why would musical training benefit the neural encoding of speech? The OPERA hypothesis. Front. Psychol., 2.","DOI":"10.3389\/fpsyg.2011.00142"},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"88","DOI":"10.1016\/j.brainres.2009.03.019","article-title":"Is conceptual processing in music automatic? An electrophysiological approach","volume":"1270","author":"Daltrozzo","year":"2009","journal-title":"Brain Res."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"1882","DOI":"10.1162\/jocn.2009.21113","article-title":"Conceptual processing in music as revealed by N400 effects on words and musical targets","volume":"21","author":"Daltrozzo","year":"2009","journal-title":"J. Cogn. Neurosci."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"284","DOI":"10.1037\/xlm0000889","article-title":"Reduced cross-modal affective priming in the L2 of late bilinguals depends on L2 exposure","volume":"48","author":"Tenderini","year":"2022","journal-title":"J. Exp. Psychol. Learn. Mem. Cogn."},{"key":"ref_8","first-page":"547","article-title":"The double priming effect of music on emotional word processing","volume":"36","author":"Cai","year":"2013","journal-title":"J. Psychol. Sci."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"1725","DOI":"10.1162\/jocn_a_00213","article-title":"The nature of affective priming in music and speech","volume":"24","author":"Goerlich","year":"2012","journal-title":"J. Cogn. Neurosci."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1037\/0022-3514.50.2.229","article-title":"On the automatic activation of attitudes","volume":"50","author":"Fazio","year":"1986","journal-title":"J. Pers. Soc. Psychol."},{"key":"ref_11","first-page":"117","article-title":"Affective priming in a lexical decision task: Is there an effect of words\u2019 concreteness?","volume":"35","year":"2014","journal-title":"Psicol\u00f3gica"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"219","DOI":"10.1515\/LANGCOG.2009.011","article-title":"Toward a theory of semantic representation","volume":"1","author":"Vigliocco","year":"2009","journal-title":"Lang. Cogn."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"1767","DOI":"10.1093\/cercor\/bht025","article-title":"The neural representation of abstract words: The role of emotion","volume":"24","author":"Vigliocco","year":"2014","journal-title":"Cereb. Cortex"},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1016\/j.neuropsychologia.2014.06.019","article-title":"Spatiotemporal dynamics during processing of abstract and concrete verbs: An ERP study","volume":"61","author":"Gentilucci","year":"2014","journal-title":"Neuropsychologia"},{"key":"ref_15","unstructured":"Mohiyeddini, C., Eysenck, M., and Bauer, S. (2013). Music: The language of emotion. Handbook of Psychology of Emotions: Vol. 2. Recent Theoretical Perspectives and Novel Empirical Findings, Nova Science Publishers."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"604","DOI":"10.1162\/jocn.2009.21383","article-title":"Affective priming effects of musical sounds on the processing of word meaning","volume":"23","author":"Steinbeis","year":"2011","journal-title":"J. Cogn. Neurosci."},{"key":"ref_17","first-page":"201","article-title":"The influence of emotional context on the concreteness effect of neutral words","volume":"6","author":"Ye","year":"2018","journal-title":"Psychol. Technol. Appl."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1016\/j.ijpsycho.2019.03.011","article-title":"Effects of valence and arousal on affective priming vary with the degree of affective experience denoted by words","volume":"140","author":"Yao","year":"2019","journal-title":"Int. J. Psychophysiol."},{"key":"ref_19","doi-asserted-by":"crossref","unstructured":"Choi, A., Kim, H., Jo, M., Kim, S., Joung, H., Choi, I., and Lee, K. (2024). The impact of visual information in speech perception for individuals with hearing loss: A mini review. Front. Psychol., 15.","DOI":"10.3389\/fpsyg.2024.1399084"},{"key":"ref_20","doi-asserted-by":"crossref","unstructured":"Dingemanse, J.G., and Goedegebure, A. (2019). The important role of contextual information in speech perception in cochlear implant users and its consequences in speech tests. Trends Hear., 23.","DOI":"10.1177\/2331216519838672"},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1121\/10.0037182","article-title":"Context effects for degraded speech: Effects of age, preceding or subsequent contextual cues, and signal-to-noise ratio","volume":"158","author":"Tinnemore","year":"2025","journal-title":"J. Acoust. Soc. Am."},{"key":"ref_22","first-page":"698","article-title":"Spoken emotion recognition in conversation based on wav2vec2.0 and contextual emotion information compensation","volume":"39","author":"Cao","year":"2023","journal-title":"Signal Process."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"1149","DOI":"10.3758\/BRM.41.4.1149","article-title":"Statistical power analyses using G*Power 3.1: Tests for correlation and regression analyses","volume":"41","author":"Faul","year":"2009","journal-title":"Behav. Res. Methods"},{"key":"ref_24","unstructured":"Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences, Lawrence Erlbaum Associates. [2nd ed.]."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"1134","DOI":"10.1017\/langcog.2023.75","article-title":"The effects of word and beat priming on Mandarin lexical stress recognition: An event-related potential study","volume":"16","author":"Yu","year":"2024","journal-title":"Lang. Cogn."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"1063","DOI":"10.1037\/0022-3514.54.6.1063","article-title":"Development and validation of brief measures of positive and negative affect: The PANAS scales","volume":"54","author":"Watson","year":"1988","journal-title":"J. Pers. Soc. Psychol."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1016\/j.ijpsycho.2016.07.499","article-title":"Effects of valence and arousal on emotional word processing are modulated by concreteness: Behavioral and ERP evidence from a lexical decision task","volume":"110","author":"Yao","year":"2016","journal-title":"Int. J. Psychophysiol."},{"key":"ref_28","doi-asserted-by":"crossref","unstructured":"Cai, Q., and Brysbaert, M. (2010). SUBTLEX-CH: Chinese word and character frequencies based on film subtitles. PLoS ONE, 5.","DOI":"10.1371\/journal.pone.0010729"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1037\/0278-7393.9.1.82","article-title":"Differential context effects in the comprehension of abstract and concrete verbal materials","volume":"9","author":"Schwanenflugel","year":"1983","journal-title":"J. Exp. Psychol. Learn. Mem. Cogn."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"36","DOI":"10.1037\/0022-3514.95.1.36","article-title":"Why positive information is processed faster: The density hypothesis","volume":"95","author":"Unkelbach","year":"2008","journal-title":"J. Pers. Soc. Psychol."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1016\/j.tics.2016.12.006","article-title":"Why good is more alike than bad: Processing implications","volume":"21","author":"Alves","year":"2017","journal-title":"Trends Cogn. Sci."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"720","DOI":"10.1080\/02699930701503567","article-title":"Happy, sad, scary and peaceful musical excerpts for research on emotions","volume":"22","author":"Vieillard","year":"2008","journal-title":"Cogn. Emot."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1177\/1747021820956462","article-title":"Does visualisation help or hinder concrete word processing?","volume":"74","author":"Malhi","year":"2021","journal-title":"Q. J. Exp. Psychol."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"1181","DOI":"10.3724\/SP.J.1041.2022.01181","article-title":"The relationship between empathy and Chinese ethnic music emotion recognition: Evidence from ERP","volume":"54","author":"Yang","year":"2022","journal-title":"Acta Psychol."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"1334","DOI":"10.1016\/j.neuroimage.2012.07.047","article-title":"The FN400 is functionally distinct from the N400","volume":"63","author":"Bridger","year":"2012","journal-title":"NeuroImage"},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1016\/j.jneuroling.2018.09.001","article-title":"Are there similarities between emotional and familiarity-based processing in visual word recognition?","volume":"49","author":"Kuchinke","year":"2019","journal-title":"J. Neurolinguist."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1037\/a0035817","article-title":"Neural markers of positive reappraisal and their associations with trait reappraisal and worry","volume":"123","author":"Moser","year":"2014","journal-title":"J. Abnorm. Psychol."},{"key":"ref_38","doi-asserted-by":"crossref","unstructured":"Wang, Y., Liao, C., Shangguan, C., Shang, W., and Zhang, W. (2020). Individual differences in emotion differentiation modulate electrocortical dynamics of cognitive reappraisal. Psychophysiology, 57.","DOI":"10.1111\/psyp.13690"},{"key":"ref_39","doi-asserted-by":"crossref","unstructured":"Gibbons, H., Kirsten, H., and Seib-Pfeifer, L.E. (2022). Attention to affect 2.0: Multiple effects of emotion and attention on event-related potentials of visual word processing in a valence-detection task. Psychophysiology, 59.","DOI":"10.1111\/psyp.14059"},{"key":"ref_40","doi-asserted-by":"crossref","unstructured":"Chen, Z., Qin, Y., Peng, M., Zhao, W., Shi, X., Lai, D., Yin, E., Yan, Y., Yao, D., and Liu, T. (2023). Event-related potential patterns of selective attention modulated by perceptual load. Brain Behav., 13.","DOI":"10.1002\/brb3.2907"},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"168","DOI":"10.1016\/j.neuroimage.2014.04.084","article-title":"Repetition suppression comprises both attention-independent and attention-dependent processes","volume":"98","author":"Hsu","year":"2014","journal-title":"NeuroImage"},{"key":"ref_42","first-page":"249","article-title":"Understanding late positive potential (LPP): A key player in cognitive neuroscience","volume":"9","author":"Barnwell","year":"2024","journal-title":"J. Psychol. Cogn."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"505","DOI":"10.1016\/j.clinph.2008.11.028","article-title":"Motivated and controlled attention to emotion: Time-course of the late positive potential","volume":"120","author":"Hajcak","year":"2009","journal-title":"Clin. Neurophysiol."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"297","DOI":"10.5406\/amerjpsyc.134.3.0297","article-title":"How processing fluency contributes to the old\/new effects of familiarity and recollection: Evidence from the remember\/know paradigm","volume":"134","author":"Nie","year":"2021","journal-title":"Am. J. Psychol."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"246","DOI":"10.2307\/1415746","article-title":"Experimental studies of the elements of expression in music","volume":"48","author":"Hevner","year":"1936","journal-title":"Am. J. Psychol."},{"key":"ref_46","doi-asserted-by":"crossref","unstructured":"Jia, D., Pan, L., Chen, M., and Zhou, Z. (2025). A time course analysis of the conceptual and affective meanings of words. Behav. Sci., 15.","DOI":"10.3390\/bs15010069"},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1016\/j.concog.2017.01.016","article-title":"Masked emotional priming: A double dissociation between direct and indirect effects reveals non-conscious processing of emotional information beyond valence","volume":"49","author":"Wentura","year":"2017","journal-title":"Conscious. Cogn."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"192","DOI":"10.1080\/25742442.2022.2087451","article-title":"Cross-modal transfer of valence or arousal from music to word targets in affective priming?","volume":"5","author":"Armitage","year":"2022","journal-title":"Aud. Percept. Cogn."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"339","DOI":"10.1177\/0023830915590677","article-title":"Emotion word type and affective valence priming at a long stimulus onset asynchrony","volume":"59","author":"Kazanas","year":"2016","journal-title":"Lang. Speech"},{"key":"ref_50","unstructured":"Deng, R.X. (2020). A Comparative Study on the Emotional Priming Effect of Musical Materials and Verbal Materials. [Master\u2019s Thesis, Southwest University]."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"14439","DOI":"10.1038\/s41598-019-50755-3","article-title":"Differential impact of emotion on semantic processing of abstract and concrete words: ERP and fMRI evidence","volume":"9","author":"Pauligk","year":"2019","journal-title":"Sci. Rep."}],"container-title":["Brain Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2076-3425\/16\/8\/803\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,30]],"date-time":"2026-07-30T08:37:54Z","timestamp":1785400674000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2076-3425\/16\/8\/803"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7,30]]},"references-count":51,"journal-issue":{"issue":"8","published-online":{"date-parts":[[2026,8]]}},"alternative-id":["brainsci16080803"],"URL":"https:\/\/doi.org\/10.3390\/brainsci16080803","relation":{},"ISSN":["2076-3425"],"issn-type":[{"value":"2076-3425","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7,30]]}}}