Can the meaning of multiple words be integrated unconsciously?
Open accessAbstract
What are the limits of unconscious language processing? Can language circuits process simple grammatical constructions unconsciously and integrate the meaning of several unseen words? Using behavioural priming and electroencephalography (EEG), we studied a specific rule-based linguistic operation traditionally thought to require conscious cognitive control: the negation of valence. In a masked priming paradigm, two masked words were successively (Experiment 1) or simultaneously presented (Experiment 2), a modifier (‘not’/‘very’) and an adjective (e.g. ‘good’/‘bad’), followed by a visible target noun (e.g. ‘peace’/‘murder’). Subjects indicated whether the target noun had a positive or negative valence. The combination of these three words could either be contextually consistent (e.g. ‘very bad - murder’) or inconsistent (e.g. ‘not bad - murder’). EEG recordings revealed that grammatical negations could unfold partly unconsciously, as reflected in similar occipito-parietal N400 effects for conscious and unconscious three-word sequences forming inconsistent combinations. However, only conscious word sequences elicited P600 effects, later in time. Overall, these results suggest that multiple unconscious words can be rapidly integrated and that an unconscious negation can automatically ‘flip the sign’ of an unconscious adjective. These findings not only extend the limits of subliminal combinatorial language processes, but also highlight how consciousness modulates the grammatical integration of multiple words.
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Reading Senseless Sentences: Brain Potentials Reflect Semantic Incongruity
Marta Kutas, A., & Hillyard, S. A. (1980) · Science · doi:10.1126/science.7350657 · Cited by 4,873 · see citing works
Kutas, M., & Federmeier, K. D. (2011) · Annual Review of Psychology · doi:10.1146/annurev.psych.093008.131123 · Cited by 4,377 · see citing works
A process dissociation framework: Separating automatic from intentional uses of memory
Jacoby, L. (1991) · Journal of Memory and Language · doi:10.1016/0749-596x(91)90025-f · Cited by 3,815 · see citing works
Bayesian t tests for accepting and rejecting the null hypothesis
Rouder, J. N., Speckman, P. L., Sun, D., Morey, R. D., & Iverson, G. (2009) · Psychonomic Bulletin & Review · doi:10.3758/pbr.16.2.225 · Cited by 3,688 · see citing works
Experimental and theoretical approaches to conscious processing
Dehaene, S., & Changeux, J.-P. (2011) · Neuron · doi:10.1016/j.neuron.2011.03.018 · Cited by 2,573 · see citing works
Self-citationTowards a cognitive neuroscience of consciousness: basic evidence and a workspace framework
Dehaene, S. (2001) · Cognition · doi:10.1016/s0010-0277(00)00123-2 · Cited by 2,498 · see citing works
Self-citationThe CELEX Lexical Database (CD-ROM)
Baayen, R. H., Piepenbrock, R., & Gulikers, L. (1996) · Max Planck Digital Library · Cited by 2,276 · see citing works
Electrophysiology reveals semantic memory use in language comprehension.
Kutas, M., & Federmeier, K. D. (2000) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01560-6 · Cited by 2,124 · see citing works
A cortical network for semantics: (de)constructing the N400
Lau, E. F., Phillips, C., & Poeppel, D. (2008) · Nature reviews. Neuroscience · doi:10.1038/nrn2532 · Cited by 1,688 · see citing works
Nieuwenhuis, S., Ridderinkhof, K. R., Blom, J., Band, G. P. H., & Kok, A. (2001) · Psychophysiology · doi:10.1111/1469-8986.3850752 · Cited by 1,170 · see citing works
Imaging unconscious semantic priming
Dehaene, S., Naccache, L., Le Clec'H, G., Koechlin, E., Mueller, M., Dehaene-Lambertz, G., van de Moortele, P.-F., & Le Bihan, D. (1998) · Nature · doi:10.1038/26967 · Cited by 1,081 · see citing works
Self-citationNeural mechanisms of language comprehension: Challenges to syntax
Kuperberg, G. R. (2006) · Brain Research · doi:10.1016/j.brainres.2006.12.063 · Cited by 1,033 · see citing works
Syntactically Based Sentence Processing Classes: Evidence from Event-Related Brain Potentials
Neville, H. J., Nicol, J. L., Barss, A., Forster, K. I., & Garrett, M. F. (1991) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1991.3.2.151 · Cited by 886 · see citing works
Levels of processing during non-conscious perception: a critical review of visual masking
Kouider, S., & Dehaene, S. (2007) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2007.2093 · Cited by 835 · see citing works
Self-citationThe access and processing of idiomatic expressions
Swinney, D., & Cutler, A. (1979) · Journal of Verbal Learning and Verbal Behavior · doi:10.1016/s0022-5371(79)90284-6 · Cited by 733 · see citing works
Three Cognitive Markers of Unconscious Semantic Activation
Greenwald, A. G., Draine, S. C., & Abrams, R. L. (1996) · Science · doi:10.1126/science.273.5282.1699 · Cited by 688 · see citing works
Holcomb, P. J. (1993) · Psychophysiology · doi:10.1111/j.1469-8986.1993.tb03204.x · Cited by 638 · see citing works
New Look 3: Unconscious cognition reclaimed.
Greenwald, A. G. (1992) · American Psychologist · doi:10.1037/0003-066x.47.6.766 · Cited by 571 · see citing works
Word meanings can be accessed but not reported during the attentional blink
Luck, S. J., Vogel, E. K., & Shapiro, K. L. (1996) · Nature · doi:10.1038/383616a0 · Cited by 542 · see citing works
Perception without awareness: perspectives from cognitive psychology
Merikle, P. (2001) · Cognition · doi:10.1016/s0010-0277(00)00126-8 · Cited by 540 · see citing works
Unconscious Masked Priming Depends on Temporal Attention
Naccache, L., Blandin, E., & Dehaene, S. (2002) · Psychological Science · doi:10.1111/1467-9280.00474 · Cited by 501 · see citing works
Self-citationAssociative processes in intuitive judgment
Morewedge, C. K., & Kahneman, D. (2010) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2010.07.004 · Cited by 492 · see citing works
How neuroscience will change our view on consciousness
Lamme, V. A. F. (2010) · Cognitive Neuroscience · doi:10.1080/17588921003731586 · Cited by 487 · see citing works
Watching the Word Go by: On the Time‐course of Component Processes in Visual Word Recognition
Grainger, J., & Holcomb, P. J. (2009) · Language and Linguistics Compass · doi:10.1111/j.1749-818x.2008.00121.x · Cited by 460 · see citing works
Measuring consciousness: relating behavioural and neurophysiological approaches
Seth, A. K., Dienes, Z., Cleeremans, A., Overgaard, M., & Pessoa, L. (2008) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2008.04.008 · Cited by 458 · cited 1× · see citing works
“In the literature, several methods are used to gauge the visibility of stimulus material, ranging from subjective assessments (‘seen–unseen’ or a wider range of response options), confidence judgements and post-decision wagering methods, to rigorous forced-choice discrimination tasks [60–62].”
Measuring consciousness: Is one measure better than the other?
Sandberg, K., Timmermans, B., Overgaard, M., & Cleeremans, A. (2010) · Consciousness and Cognition · doi:10.1016/j.concog.2009.12.013 · Cited by 443 · see citing works
Do Conscious Thoughts Cause Behavior?
Baumeister, R. F., Masicampo, E. J., & Vohs, K. D. (2010) · Annual Review of Psychology · doi:10.1146/annurev.psych.093008.131126 · Cited by 411 · see citing works
Unconscious semantic priming extends to novel unseen stimuli
Naccache, L., & Dehaene, S. (2001) · Cognition · doi:10.1016/s0010-0277(00)00139-6 · Cited by 388 · see citing works
Self-citationKiefer, M. (2002) · Cognitive Brain Research · doi:10.1016/s0926-6410(01)00085-4 · Cited by 359 · see citing works
Unconscious Activation of the Cognitive Control System in the Human Prefrontal Cortex
Lau, H. C., & Passingham, R. E. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.4335-06.2007 · Cited by 358 · see citing works
Masking Disrupts Reentrant Processing in Human Visual Cortex
Fahrenfort, J. J., Scholte, H. S., & Lamme, V. A. F. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2007.19.9.1488 · Cited by 344 · see citing works
Hester, R., Foxe, J. J., Molholm, S., Shpaner, M., & Garavan, H. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.04.035 · Cited by 306 · see citing works
Reading and doing arithmetic nonconsciously
Sklar, A. Y., Levy, N., Goldstein, A., Mandel, R., Maril, A., & Hassin, R. R. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1211645109 · Cited by 304 · see citing works
Baumeister, R. F., & Masicampo, E. J. (2010) · Psychological Review · doi:10.1037/a0019393 · Cited by 303 · see citing works
Frontal cortex mediates unconsciously triggered inhibitory control.
van Gaal, S., Ridderinkhof, K. R., Fahrenfort, J. J., Scholte, H. S., & Lamme, V. A. F. (2008) · The Journal of Neuroscience · doi:10.1523/jneurosci.1278-08.2008 · Cited by 285 · see citing works
At the boundaries of automaticity: Negation as reflective operation.
Deutsch, R., Gawronski, B., & Strack, F. (2006) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.91.3.385 · Cited by 281 · see citing works
Unconscious Activation of the Prefrontal No-Go Network
van Gaal, S., Ridderinkhof, K. R., Scholte, H. S., & Lamme, V. A. F. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.2992-09.2010 · Cited by 276 · see citing works
Deacon, D., Hewitt, S., Yang, C., & Nagata, M. (2000) · Cognitive Brain Research · doi:10.1016/s0926-6410(99)00050-6 · Cited by 249 · see citing works
Damian, M. F. (2001) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.27.1.154 · Cited by 239 · see citing works
Kiefer, M., & Brendel, D. (2006) · Journal of Cognitive Neuroscience · doi:10.1162/089892906775783688 · Cited by 235 · see citing works
Kiefer, M., & Martens, U. (2010) · Journal of Experimental Psychology General · doi:10.1037/a0019561 · Cited by 233 · see citing works
Mudrik, L., Breska, A., Lamy, D., & Deouell, L. Y. (2011) · Psychological Science · doi:10.1177/0956797611408736 · Cited by 231 · see citing works
van Herten, M., Chwilla, D. J., & Kolk, H. H. J. (2006) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2006.18.7.1181 · Cited by 227 · see citing works
Peter Hagoort, A. (2007) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2007.2159 · Cited by 218 · see citing works
Time course of conscious and unconscious semantic brain activation
Kiefer, M., & Spitzer, M. (2000) · Neuroreport · doi:10.1097/00001756-200008030-00013 · Cited by 210 · see citing works
Event-related Potential Correlates of Negation in a Sentence–Picture Verification Paradigm
Lüdtke, J., Friedrich, C. K., Filippis, M. D., & Kaup, B. (2008) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2008.20093 · Cited by 209 · see citing works
Distinct brain mechanisms for conscious versus subliminal error detection
Charles, L., Van Opstal, F., Marti, S., & Dehaene, S. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.01.054 · Cited by 208 · see citing works
Self-citationKiefer, M., & Brendel, D. (2006) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2006.18.2.184 · Cited by 192 · see citing works
Interplay between computational models and cognitive electrophysiology in visual word recognition
Barber, H. A., & Marta Kutas, A. (2006) · Brain Research Reviews · doi:10.1016/j.brainresrev.2006.07.002 · Cited by 189 · see citing works
The role of consciousness in cognitive control and decision making
van Gaal, S., de Lange, F. P., & Cohen, M. X. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00121 · Cited by 182 · see citing works
van Gaal, S., & Lamme, V. A. F. (2012) · The Neuroscientist · doi:10.1177/1073858411404079 · Cited by 181 · see citing works
Self-citationLate positivities in unusual situations
Kolk, H., & Chwilla, D. J. (2006) · Brain and Language · doi:10.1016/j.bandl.2006.07.006 · Cited by 162 · see citing works
Neural correlates of the contents of visual awareness in humans
Rees, G. E. (2007) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2007.2094 · Cited by 162 · see citing works
Imaging implicit perception: promise and pitfalls
Hannula, D. E., Simons, D. J., & Cohen, N. J. (2005) · Nature Reviews Neuroscience · doi:10.1038/nrn1630 · Cited by 155 · see citing works
van Gaal, S., Ridderinkhof, K. R., van den Wildenberg, W. P. M., & Lamme, V. A. F. (2009) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/a0013551 · Cited by 149 · see citing works
Damian, M. F. (2001) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.27.1.154 · Cited by 144 · see citing works
The effects of prime visibility on ERP measures of masked priming
Holcomb, P. J., Reder, L., Misra, M., & Jonathan Grainger, B. (2005) · Cognitive Brain Research · doi:10.1016/j.cogbrainres.2005.01.003 · Cited by 127 · see citing works
Dissociable Brain Mechanisms Underlying the Conscious and Unconscious Control of Behavior
van Gaal, S., Lamme, V. A. F., Fahrenfort, J. J., & Ridderinkhof, K. R. (2011) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2010.21431 · Cited by 127 · see citing works
Self-citationThe Human Brain Processes Syntax in the Absence of Conscious Awareness
Batterink, L. J., & Neville, H. J. (2013) · Journal of Neuroscience · doi:10.1523/jneurosci.0618-13.2013 · Cited by 107 · see citing works
Subliminal understanding of negation: Unconscious control by subliminal processing of word pairs
Armstrong, A.-M., & Dienes, Z. P. (2013) · Consciousness and Cognition · doi:10.1016/j.concog.2013.06.010 · Cited by 97 · see citing works
Localization of Syntactic and Semantic Brain Responses using Magnetoencephalography
Service, E., Helenius, P., Maury, S., & Salmelin, R. H. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2007.19.7.1193 · Cited by 97 · see citing works
Letter legibility and visual word recognition
Nazir, T. A., Jacobs, A. M., & O’Regan, J. K. (1998) · Memory & Cognition · doi:10.3758/bf03211400 · Cited by 96 · see citing works
van Gaal, S., Scholte, H. S., Lamme, V. A. F., Fahrenfort, J. J., & Ridderinkhof, K. R. (2010) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2010.21444 · Cited by 91 · see citing works
Conscious and Nonconscious Processes:Distinct Forms of Evidence Accumulation?
Dehaene, S. (2010) · Springer eBooks · doi:10.1007/978-3-0346-0428-4_7 · Cited by 75 · see citing works
Self-citationThe cognitive architecture for chaining of two mental operations
Sackur, J., & Dehaene, S. (2009) · Cognition · doi:10.1016/j.cognition.2009.01.010 · Cited by 73 · see citing works
Self-citationOptimizing subjective measures of consciousness
Overgaard, M. S., Timmermans, B., Sandberg, K., & Cleeremans, A. (2010) · Consciousness and Cognition · doi:10.1016/j.concog.2009.12.018 · Cited by 73 · see citing works
Set size and repetition in the picture–word interference paradigm: implications for models of naming
Caramazza, A., & Costa, A. (2001) · Cognition · doi:10.1016/s0010-0277(00)00137-2 · Cited by 73 · see citing works
Unconscious activation of task sets
Reuß, H., Kiesel, A., Kunde, W., & Hommel, B. (2011) · Consciousness and Cognition · doi:10.1016/j.concog.2011.02.014 · Cited by 67 · see citing works
How Awareness Changes the Relative Weights of Evidence During Human Decision-Making
de Lange, F. P., van Gaal, S., Lamme, V. A. F., & Dehaene, S. (2011) · PLoS Biology · doi:10.1371/journal.pbio.1001203 · Cited by 65 · see citing works
Self-citationAttentional sensitization of unconscious visual processing: Top-down influences on masked priming
Kiefer, M., Adams, S., & Zovko, M. (2012) · Advances in Cognitive Psychology · doi:10.5709/acp-0102-4 · Cited by 57 · see citing works
Friederici, A. D., & Wartenburger, I. (2010) · Wiley Interdisciplinary Reviews Cognitive Science · doi:10.1002/wcs.9 · Cited by 50 · see citing works
Unconscious addition: When we unconsciously initiate and follow arithmetic rules.
Ric, F., & Müller, D. (2011) · Journal of Experimental Psychology General · doi:10.1037/a0024608 · Cited by 50 · see citing works
Attentional sensitization of unconscious visual processing: Top-down influences on masked priming.
Kiefer, M., Adams, S. C., & Zovko, M. (2012) · PubMed · doi:10.2478/v10053-008-0102-4 · Cited by 49 · see citing works
Dissociation between unconscious motor response facilitation and conflict in medial frontal areas
D’Ostilio, K., & Garraux, G. (2012) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2011.07941.x · Cited by 46 · see citing works
"2 x 3" primes naming "6": Evidence from masked priming
García-Orza, J., Damas-Lopez, J., Matas, A., & Rodriguez, J. M. (2009) · Attention Perception & Psychophysics · doi:10.3758/app.71.3.471 · Cited by 35 · see citing works
From a single decision to a multi-step algorithm
Dehaene, S., & Sigman, M. (2012) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2012.05.006 · Cited by 31 · see citing works
Self-citationArithmetic priming from neglected numbers
Rusconi, E., Priftis, K., Rusconi, M. L., et al. (2005) · Cognitive Neuropsychology · doi:10.1080/13594320500166381 · Cited by 28 · see citing works
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Dembski, C., Koch, C., & Pitts, M. (2021) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2021.05.009 · Cited by 157 · see citing works
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- Authors
- van Gaal, S., Naccache, L., Meuwese, J. D. I., van Loon, A. M., Leighton, A. H., Cohen, L., & Dehaene, S.
- Affiliations
- INSERM, Cognitive Neuroimaging Unit, Gif-sur-Yvette, France
- Inserm (FR)
- University of Amsterdam (NL)
- Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
- Université Paris-Sud (FR)
- Venue
- Philosophical Transactions of the Royal Society B: Biological Sciences
- Publisher
- The Royal Society
- Published
- 2014-05-05
- Volume
- 369
- Issue
- 1641
- Pages
- 20130212
- ISSN
- 0962-8436 (ISSN-L)
- 1471-2970
- PMC
- PMC3965166
- OpenAlex
- W2143080319
- Cited by
- 139
- References
- 77
- Citations by year
- 2026: 3 · 2025: 11 · 2024: 9 · 2023: 6 · 2022: 8 · 2021: 11 · 2020: 6 · 2019: 34 · 2018: 21 · 2017: 11 · 2016: 6 · 2015: 9 · 2014: 4
- FWCI
- 5.58
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Philosophical Transactions of the Royal Society B Biological Sciences (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- UvA-DARE (University of Amsterdam) (submittedVersion)
- VU Research Portal (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
- Social Sciences › Psychology › Developmental and Educational Psychology › Reading and Literacy Development
- Social Sciences › Arts and Humanities › Language and Linguistics › Syntax, Semantics, Linguistic Variation
- Keywords
- subliminal perception, masked priming, grammatical negation, N400, P600, consciousness, semantic integration, cognitive control
- MeSH terms
- Brain, Electroencephalography, Humans, Models, Neurological, Semantics, Unconscious, Psychology, Comprehension
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