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Neural correlates of the essence of conscious conflict: fMRI of sustaining incompatible intentions

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Abstract

The study of intrapsychic conflict has long been central to many key theories about the control of behavior. More recently, by focusing on the nature of conflicting processes in the brain, investigators have revealed great insights about controlled versus automatic processes and the nature of self-control. Despite these advances, many theories of cognitive control or self-control remain agnostic about the function of subjective awareness (i.e., basic consciousness). Why people consciously experience some conflicts in the nervous system but not others remains a mystery. One hypothesis is that people become conscious only of conflicts involving competition for the control of skeletal muscle. To test one aspect of this larger hypothesis, in the present study, 14 participants were trained to introspect the feeling of conflict (the urge to make an error during a Stroop color-word interference task) and then were asked to introspect in the same way while sustaining simple compatible and incompatible intentions during fMRI scanning (to move a finger left or right). As predicted, merely sustaining incompatible skeletomotor intentions prior to their execution produced stronger systematic changes in subjective experience than sustaining compatible intentions, as indicated by self-report ratings obtained in the scanner. Similar ratings held for a modified Stroop-like task when contrasting incompatible versus compatible trials also during fMRI scanning. We use subjective ratings as the basis of parametric analyses of fMRI data, focusing a priori on the brain regions involved in action-related urges (e.g., parietal cortex) and cognitive control (e.g., dorsal anterior cingulate cortex, lateral PFC). The results showed that subjective conflict from sustaining incompatible intentions was consistently related to activity in the left post-central gyrus.

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References

  • Anderson AK, Phelps EA (2002) Is the human amygdala critical for the subjective experience of emotion? Evidence of intact dispositional affect in patients with amygdala lesions. J Cogn Neurosci 14:709–720

    Article  PubMed  Google Scholar 

  • Baars BJ (2002) The conscious access hypothesis: origins and recent evidence. Trends Cogn Sci 6:47–52

    Article  PubMed  Google Scholar 

  • Baddeley AD (2007) Working memory, thought, and action. Oxford Press, Oxford

    Book  Google Scholar 

  • Berti A, Pia L (2006) Understanding motor awareness through normal and pathological behavior. Curr Dir Psychol Sci 15:245–250

    Article  Google Scholar 

  • Block N (2007) Consciousness, accessibility, and the mesh between psychology and neuroscience. Behav Brain Sci 30:481–548

    PubMed  Google Scholar 

  • Botvinick M (2007) Conflict monitoring and decision making: reconciling two perspectives on anterior cingulate function. Cogn Affect Behav Neurosci 7:356–366

    Article  PubMed  Google Scholar 

  • Botvinick MM, Braver TS, Carter CS, Barch DM, Cohen JD (2001) Conflict monitoring and cognitive control. Psychol Rev 108:624–652

    Article  PubMed  CAS  Google Scholar 

  • Buchsbaum BR, D’Esposito M (2008) The search for the phonological store: from loop to convolution. J Cogn Neurosci 20:762–778

    Article  PubMed  Google Scholar 

  • Bush G, Shin LM, Holmes J, Rosen BR, Vogt BA (2003) The multi-source interference task: validation study with fMRI in individual subjects. Mol Psychiatr 8:60–70

    Article  CAS  Google Scholar 

  • Chambon V, Wenke D, Fleming SM, Prinz W, Haggard P (2013) An online neural substrate for sense of agency. Cereb Cortex 23:1031–1037

    Google Scholar 

  • Christensen MS, Lundbye-Jensen J, Geertsen SS, Petersen TH, Paulson OB, Nielsen JB (2007) Premotor cortex modulates somatosensory cortex during voluntary movements without proprioceptive feedback. Nat Neurosci 10:417–419

    PubMed  CAS  Google Scholar 

  • Cohen JD, Dunbar K, McClelland JL (1990) On the control of automatic processes: a parallel distributed processing account of the Stroop effect. Psychol Rev 97:332–361

    Article  PubMed  CAS  Google Scholar 

  • Cohen JD, MacWhinney B, Flatt M, Provost J (1993) PsyScope: a new graphic interactive environment for designing psychology experiments. Behav Res Methods Instr Comput 25:257–271

    Article  Google Scholar 

  • Crick F (1995) The astonishing hypothesis: the scientific search for the soul. Touchstone, New York

  • Crick F, Koch C (2000) The unconscious homunculus. MIT, Cambridge

    Google Scholar 

  • Curtis CE, D’Esposito M (2003) Success and failure suppressing reflexive behavior. J Cogn Neurosci 15:409–418

    Article  PubMed  Google Scholar 

  • Curtis CE, D’Esposito M (2009) The inhibition of unwanted actions. In: Morsella E, Bargh JA, Gollwitzer PM (eds) Oxford handbook of human action. Oxford University Press, New York, pp 72–97

  • Dehaene S, Naccache L (2001) Towards a cognitive neuroscience of consciousness: basic evidence and a workspace framework. Cognition 79:1–37

    Article  PubMed  CAS  Google Scholar 

  • Desmurget M, Sirigu A (2010) A parietal-premotor network for movement intention and motor awareness. Trends Cogn Sci 13:411–419

    Article  Google Scholar 

  • Desmurget M, Reilly KT, Richard N, Szathmari A, Mottolese C, Sirigu A (2009) Movement intention after parietal cortex stimulation in humans. Science 324:811–813

    Article  PubMed  CAS  Google Scholar 

  • DeSoto MC, Fabiani M, Geary DC, Gratton G (2001) When in doubt, do it both ways: brain evidence of the simultaneous activation of conflicting motor responses in a spatial Stroop task. J Cogn Neurosci 13:523–536

    Article  PubMed  CAS  Google Scholar 

  • Eidels A, Townsend JT, Algom D (2010) Comparing perception of Stroop stimuli in focused versus divided attention paradigms: evidence for dramatic processing differences. Cognition 114:129–150

    Article  PubMed  Google Scholar 

  • Enger T, Hirsch J (2005) Cognitive control mechanisms resolve conflict through cortical amplification of task-relevant information. Nat Neurosci 8:1784–1790

    Article  Google Scholar 

  • Eriksen BA, Eriksen CW (1974) Effects of noise letters upon the identification of a target letter in a nonsearch task. Percept Psychophys 16:143–149

    Article  Google Scholar 

  • Eriksen CW, Schultz DW (1979) Information processing in visual search: a continuous flow conception and experimental results. Percept Psychophys 25:249–263

    Article  PubMed  CAS  Google Scholar 

  • Etkin A, Prater KE, Hoeft F, Menon V, Schatzberg AF (2010) Failure of anterior cingulate activation and connectivity with the amygdala during implicit regulation of emotional processing in generalized anxiety disorder. Am J Psychiatry 167:545–554

    Article  PubMed  Google Scholar 

  • Festinger L (1957) A theory of cognitive dissonance. Row Peterson, Evanston, IL

    Google Scholar 

  • Freud S (1938) The basic writings of Sigmund Freud. Modern Library, New York

    Google Scholar 

  • Fried I, Katz A, McCarthy G, Sass KJ, Williamson P, Spencer SS, Spencer DD (1991) Functional organization of human supplementary motor cortex studied by electrical stimulation. J Neurosci 11:3656–3666

    PubMed  CAS  Google Scholar 

  • Fuster JM (2003) Cortex and mind: unifying cognition. Oxford Press, New York

    Google Scholar 

  • Gazzaley A, D’Esposito M (2007) Top-down modulation and normal aging. Ann NY Acad Sci 1097:67–83

    Article  PubMed  Google Scholar 

  • Gazzaley A, Nobre AC (2011) Top-down modulation: bridging selective attention and working memory. Trends Cogn Sci 16:129–135

    Article  PubMed  Google Scholar 

  • Gazzaley A, Cooney JW, Rissman J, D’Esposito M (2005) Top-down suppression deficit underlies working memory impairment in normal aging. Nat Neurosci 8:1298–1300

    Article  PubMed  CAS  Google Scholar 

  • Godwin CA, Gazzaley A, Morsella E (in press) Homing in on the brain mechanisms linked to consciousness: Buffer of the perception-and-action interface. In: Pereira A, Lehmann D (eds) The unity of mind, brain and world: current perspectives on a science of consciousness. Cambridge Press, Cambridge

  • Goodale M, Milner D (2004) Sight unseen: an exploration of conscious and unconscious vision. Oxford Press, Oxford

    Google Scholar 

  • Gray JA (1995) The contents of consciousness: a neuropsychological conjecture. Behav Brain Sci 18:659–676

    Article  Google Scholar 

  • Gray JA (2004) Consciousness: creeping up on the hard problem. Oxford University Press, New York

    Google Scholar 

  • Graziano MSA (2001) Awareness of space. Nature 411:903–904

    Article  PubMed  CAS  Google Scholar 

  • Grossberg S (1999) The link between brain learning, attention, and consciousness. Conscious Cogn 8:1–44

    Article  PubMed  CAS  Google Scholar 

  • Gyurak A, Gross JJ, Etkin A (2011) Explicit and implicit emotion regulation: a dual-process framework. Cogn Emotion 25:400–412

    Article  Google Scholar 

  • Haggard P, Aschersleben G, Gehrke J, Prinz W (2002) Action, binding and awareness. In: Prinz W, Hommel B (eds) Common mechanisms in perception and action: attention and performance. Oxford University Press, Oxford, vol XIX, pp. 266–285

  • Hallett M (2007) Volitional control of movement: the physiology of free will. Clin Neurophysiol 117:1179–1192

    Google Scholar 

  • Harleß E (1861) Der Apparat des Willens. Zeitshrift für Philosophie und philosophische Kritik 38:499–507

    Google Scholar 

  • Heilman KM, Watson RT, Valenstein E (2003) Neglect: clinical and anatomic issues. In: Feinberg TE, Farah MJ (eds) Behavioral neurology and neuropsychology, 2nd edn. McGraw-Hill, New York, pp 303–311

    Google Scholar 

  • Hommel B (1998) Perceiving one’s own actions and what it leads to. In: Jordan JS (ed) Systems theories and a priori aspects of perception. North-Holland/Elsevier, Amsterdam, pp 143–179

  • Hommel B (2009) Action control according to TEC (theory of event coding). Psychol Rsrch 73:512–526

    Article  Google Scholar 

  • Hommel B, Elsner B (2009) Acquisition, representation, and control of action. In: Morsella E, Bargh JA, Gollwitzer PM (eds) Oxford handbook of human action. Oxford University Press, New York, pp 371–398

    Google Scholar 

  • Hommel B, Müsseler J, Aschersleben G, Prinz W (2001) The theory of event coding: a framework for perception and action planning. Behav Brain Sci 24:849–937

    Article  PubMed  CAS  Google Scholar 

  • Hubbard J, Gazzaley A, Morsella E (2011) Traditional response interference effects from anticipated action outcomes: a response-effect compatibility paradigm. Acta Psychol 138:106–110

    Article  Google Scholar 

  • Hull CL (1943) Principles of behavior. Appleton Century-Crofts, New York

    Google Scholar 

  • Humphries MD, Gurney KN (2002) The role of intra-thalamic and thalamocortical circuits in action selection. Network 2002:131–156

    Google Scholar 

  • Iacoboni M (2005) Understanding others: imitation, language and empathy. In: Hurley S, Chater N (eds) Perspectives on imitation: from mirror neurons to memes. MIT Press, Cambridge, pp 77–99

    Google Scholar 

  • James W (1890) Principles of psychology. Holt, New York

    Book  Google Scholar 

  • Jordan JS (2009) Forward-looking aspects of perception-action coupling as a basis for embodied communication. Discourse Processes 46:127–144

    Article  Google Scholar 

  • LeDoux JE (2008) Emotional colouration of consciousness: how feelings come about. In: Weiskrantz LW, Davies M (eds) Frontiers of consciousness. Oxford University Press, Oxford, pp 69–130

    Chapter  Google Scholar 

  • Levelt WJM (1989) Speaking: from intention to articulation. MIT, Cambridge

    Google Scholar 

  • Lewin K (1935) A dynamic theory of personality. McGraw-Hill, New York

    Google Scholar 

  • Lotze RH (1852) Medizinische psychologie oder physiologie der seele. Weidmann’sche Buchhandlung, Leipzig

    Google Scholar 

  • MacLeod CM (1991) Half a century of research on the Stroop effect: an integrative review. Psychol Bull 109:163–203

    Article  PubMed  CAS  Google Scholar 

  • MacLeod CM, MacDonald PA (2000) Interdimensional interference in the Stroop effect: uncovering the cognitive and neural anatomy of attention. Trends Cogn Sci 4:383–391

    Article  PubMed  Google Scholar 

  • Mattler U (2005) Flanker effects on motor output and the late-level response activation hypothesis. Q J Exp Psychol-A 58:577–601

    PubMed  Google Scholar 

  • Mayr U (2004) Conflict, consciousness, and control. Trends Cogn Sci 8:145–148

    Article  PubMed  Google Scholar 

  • McGurk H, MacDonald J (1976) Hearing lips and seeing voices. Nature 264:746–748

    Article  PubMed  CAS  Google Scholar 

  • Merker B (2007) Consciousness without a cerebral cortex: a challenge for neuroscience and medicine. Behav Brain Sci 30:63–81

    PubMed  Google Scholar 

  • Metcalfe J, Mischel W (1999) A hot/cool-system analysis of delay of gratification: dynamics of willpower. Psychol Rev 106:3–19

    Article  PubMed  CAS  Google Scholar 

  • Miall RC (2003) Connecting mirror neuron and forward models. NeuroReport 14:1–3

    Article  Google Scholar 

  • Miller NE (1959) Liberalization of basic S-R concepts: extensions to conflict behavior, motivation, and social learning. In: Koch S (ed) Psychology: a study of science, study 1, vol 2. McGraw-Hill, New York, pp 196–292

    Google Scholar 

  • Molapour T, Berger CC, Morsella E (2011) Did I read or did I name? Process blindness from congruent processing motor ‘outputs’. Conscious Cogn 20:1776–1780

    Article  PubMed  Google Scholar 

  • Morsella E (2005) The function of phenomenal states: supramodular interaction theory. Psychol Rev 112:1000–1021

    Article  PubMed  Google Scholar 

  • Morsella E (2009) The mechanisms of human action: introduction and background. In: Morsella E, Bargh JA, Gollwitzer PM (eds) Oxford handbook of human action. Oxford Press, New York, pp 1–32

    Google Scholar 

  • Morsella E, Bargh JA (2010) What is an output? Psychol Inq 21:354–370

    Article  Google Scholar 

  • Morsella E, Bargh JA (2011) Unconscious action tendencies: cources of ‘un-integrated’ action. In: Cacioppo JT, Decety J (eds) The handbook of social neuroscience. Oxford Press, New York, pp 335–347

    Google Scholar 

  • Morsella E, Miozzo M (2002) Evidence for a cascade model of lexical access in speech production. J Exp Psychol Learn 28:555–563

    Article  Google Scholar 

  • Morsella E, Gray JR, Krieger SC, Bargh JA (2009a) The essence of conscious conflict: subjective effects of sustaining incompatible intentions. Emotion 9:717–728

    Article  PubMed  Google Scholar 

  • Morsella E, Wilson LE, Berger CC, Honhongva M, Gazzaley A, Bargh JA (2009b) Subjective aspects of cognitive control at different stages of processing. Atten Percept Psychophys 71:1807–1824

    Article  PubMed  Google Scholar 

  • Morsella E, Berger CC, Krieger SC (2011a) Cognitive and neural components of the phenomenology of agency. Neurocase 17:209–230

    Article  Google Scholar 

  • Morsella E, Zarolia P, Gazzaley A, In B (2011b) Cognitive conflict and consciousness. In: Gawronski B, Strack F (eds) Cognitive consistency: a unifying concept in social psychology. Guilford Press, New York, pp 19–46

    Google Scholar 

  • Muller J (1843) Elements of physiology. Lea and Blanchard, Philadelphia

    Google Scholar 

  • Obhi SS, Planetta PJ, Scantlebury J (2009) On the signals underlying conscious awareness of action. Cognition 110:65–73

    Article  PubMed  Google Scholar 

  • Öhman A, Carlsson K, Lundqvist D, Ingvar M (2007) On the unconscious subcortical origin of human fear. Physiol Behav 92:180–185

    Article  PubMed  Google Scholar 

  • Rizzolatti G, Sinigaglia C, Anderson F (2008) Mirrors in the brain: how our minds share actions, emotions, and experience. Oxford University Press, New York

    Google Scholar 

  • Roelofs A (2010) Attention and facilitation: converging information versus inadvertent reading in Stroop task performance. J Exp Psychol Learn 36:411–422

    Article  Google Scholar 

  • Rosenbaum DA (2002) Motor control. In: Pashler H (series ed), Yantis S (vol ed) Stevens’ handbook of experimental psychology, vol 1. Sensation and perception, 3rd edn. Wiley, New York, pp 315–339

  • Rosenbaum DA (2005) The Cinderella of psychology: the neglect of motor control in the science of mental life and behavior. Amer Psychol 60:308–317

    Article  Google Scholar 

  • Sherrington CS (1906) The integrative action of the nervous system. Yale University Press, New Haven, CT

    Google Scholar 

  • Slevc LR, Ferreira VS (2006) Halting in single word production: a test of the perceptual loop theory of speech monitoring. J Mem Lang 54:515–540

    Article  PubMed  Google Scholar 

  • Stroop JR (1935) Studies of interference in serial verbal reactions. J Exp Psychol 18:643–662

    Article  Google Scholar 

  • Suhler CL, Churchland PS (2009) Control: conscious and otherwise. Trends Cogn Sci 13:341–347

    Article  PubMed  CAS  Google Scholar 

  • Tallon-Baudry C (2012) On the neural mechanisms subserving attention and consciousness. Front Psychol 2:397

    Article  PubMed  Google Scholar 

  • Taylor JL, McCloskey DI (1990) Triggering of preprogrammed movements as reactions to masked stimuli. J Neurophysiol 63:439–446

    Google Scholar 

  • Taylor JL, McCloskey DI (1996) Selection of motor responses on the basis of unperceived stimuli. Exp Brain Res 110:62–66

    Google Scholar 

  • van Veen V, Carter CS (2006) Conflict and cognitive control in the brain. Curr Dir Psychol Sci 5:237–240

    Article  Google Scholar 

  • van Veen V, Cohen JD, Botvinick MM, Stenger VA, Carter CC (2001) Anterior cingulate cortex, conflict monitoring, and levels of processing. Neuroimage 14:1302–1308

    Article  PubMed  Google Scholar 

  • Wilson DE, Muroi M, MacLeod CM (2011) Dilution, not load, affects distractor processing. J Exp Psychol: Human Percept Perform 37:319–335

    Article  Google Scholar 

  • Worsley KJ, Functional MRI, Jezzard PM (2001) Ch 14: Statistical analysis of activation images. In: Jezzard P, Matthews PM, Smith SM (eds) Functional MRI: an introduction to methods. Oxford Press, Oxford

    Google Scholar 

  • Zeki S, Bartels A (1999) Toward a theory of visual consciousness. Conscious Cogn 8:225–259

    Article  PubMed  CAS  Google Scholar 

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Acknowledgments

Supported by grants from the National Institutes of Health to E. Morsella (F32-MH69083) and to J. Bargh (R01-MH60767). This material is based upon work supported by the National Science Foundation under Grant No. 0644131 to J. R. Gray. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation. E. Morsella received support also from the Center for Human Culture and Behavior at San Francisco State University.

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Gray, J.R., Bargh, J.A. & Morsella, E. Neural correlates of the essence of conscious conflict: fMRI of sustaining incompatible intentions. Exp Brain Res 229, 453–465 (2013). https://doi.org/10.1007/s00221-013-3566-5

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