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Triple-BigGAN: Semi-supervised Generative Adversarial Networks for Image Synthesis and Classification on Sexual Facial Expression Recognition. Neurocomputing 2023. [DOI: 10.1016/j.neucom.2023.01.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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2
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Determination of “Neutral”–“Pain”, “Neutral”–“Pleasure”, and “Pleasure”–“Pain” Affective State Distances by Using AI Image Analysis of Facial Expressions. TECHNOLOGIES 2022. [DOI: 10.3390/technologies10040075] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
(1) Background: In addition to verbalizations, facial expressions advertise one’s affective state. There is an ongoing debate concerning the communicative value of the facial expressions of pain and of pleasure, and to what extent humans can distinguish between these. We introduce a novel method of analysis by replacing human ratings with outputs from image analysis software. (2) Methods: We use image analysis software to extract feature vectors of the facial expressions neutral, pain, and pleasure displayed by 20 actresses. We dimension-reduced these feature vectors, used singular value decomposition to eliminate noise, and then used hierarchical agglomerative clustering to detect patterns. (3) Results: The vector norms for pain–pleasure were rarely less than the distances pain–neutral and pleasure–neutral. The pain–pleasure distances were Weibull-distributed and noise contributed 10% to the signal. The noise-free distances clustered in four clusters and two isolates. (4) Conclusions: AI methods of image recognition are superior to human abilities in distinguishing between facial expressions of pain and pleasure. Statistical methods and hierarchical clustering offer possible explanations as to why humans fail. The reliability of commercial software, which attempts to identify facial expressions of affective states, can be improved by using the results of our analyses.
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3
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Song SY, Curtis AM, Aragón OR. Anger and Sadness Expressions Situated in Both Positive and Negative Contexts: An Investigation in South Korea and the United States. Front Psychol 2021; 11:579509. [PMID: 33519596 PMCID: PMC7838562 DOI: 10.3389/fpsyg.2020.579509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Accepted: 10/26/2020] [Indexed: 11/13/2022] Open
Abstract
A formidable challenge to the research of non-verbal behavior can be in the assumptions that we sometimes make, and the subsequent questions that arise from those assumptions. In this article, we proceed with an investigation that would have been precluded by the assumption of a 1:1 correspondence between facial expressions and discrete emotional experiences. We investigated two expressions that in the normative sense are considered negative expressions. One expression, "anger" could be described as clenched fists, furrowed brows, tense jaws and lips, the showing of teeth, and flared nostrils, and the other "sadness" could be described as downward turned mouths, tears, drooping eyes, and wrinkled foreheads. Here, we investigated the prevalence, understanding, and use of these expressions in both positive and negative contexts in South Korea and the United States. We found evidence in both cultures, that anger and sadness displays are used to express positive emotions, a notion relevant to Dimorphous Theory. Moreover, we found that anger and sadness expressions communicated appetitive feelings of wanting to "go!" and consummatory feelings of wanting to "pause," respectively. There were moderations of our effects consistent with past work in Affect Valuation Theory and Display Rule Theory. We discuss our findings, their theoretical relevance, and how the assumptions that are made can narrow the questions that we ask in the field on non-verbal behavior.
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Affiliation(s)
- Sunny Youngok Song
- Department of Marketing, Wilbur O. and Ann Powers College of Business, Clemson University, Clemson, SC, United States
- School of Marketing and International Business, Spears School of Business, Oklahoma State University, Stillwater, OK, United States
| | - Alexandria M. Curtis
- Department of Marketing, Wilbur O. and Ann Powers College of Business, Clemson University, Clemson, SC, United States
| | - Oriana R. Aragón
- Department of Marketing, Wilbur O. and Ann Powers College of Business, Clemson University, Clemson, SC, United States
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4
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Mirror replication of sexual facial expressions increases the success of sexual contacts in bonobos. Sci Rep 2020; 10:18979. [PMID: 33149226 PMCID: PMC7643078 DOI: 10.1038/s41598-020-75790-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2020] [Accepted: 10/05/2020] [Indexed: 01/05/2023] Open
Abstract
Rapid Facial Mimicry (RFM), one of the possible predictors of emotional contagion, is defined as the rapid, involuntary and automatic replication of a facial expression. Up to now, RFM has been demonstrated in nonhuman animals exclusively during play. Since in bonobos, as in humans, socio-sexuality is a powerful tool for assessing/strengthening inter-individual relationships, we investigated RFM in this domain. Bonobos displayed silent bared-teeth (sbt, the most common facial expression during sexual contacts) more frequently after the detection of an sbt emitted by the trigger than in the no-detection condition. This is the first demonstration of the presence of RFM during sex. The occurrence of RFM was positively affected by the sex of the partners with female homo-sexual contacts being punctuated by a higher presence of RFM. At an immediate level, RFM increased the duration of homo- and hetero-sexual contacts. This finding suggests that RFM can increase individuals’ potential fitness benefits. By prolonging their sexual contacts, females can strengthen their social relationships thus increasing the probability to obtain priority over resources (RFM indirect fitness benefits). Via longer copulations, males can increase the probability to make females pregnant (RFM direct fitness benefits). In conclusion, in bonobos the access to the partner’s face during sexual contacts (face-to-face, proximate factor) and the role of socio-sexuality in increasing the individual direct and indirect fitness (ultimate factor) could have favoured the evolution of specific sexual facial expressions and their rapid mirror replication. Our findings on bonobos expand the role of RFM well beyond the animal play domain thus opening new scenarios for future comparative studies exploring the evolution of socio-sexuality in humans.
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Dubinskaya AD, Kukshina AA, Yurova OV, Kotel'nikova AV, Gulaev EN. [Modern views on the relationship between psychoemotional state and the bioelectrical activity of facial muscles]. VOPROSY KURORTOLOGII, FIZIOTERAPII, I LECHEBNOĬ FIZICHESKOĬ KULTURY 2020; 96:61-67. [PMID: 31880767 DOI: 10.17116/kurort20199606161] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The paper presents a review of the literature data reflecting the relevance and current views on the problem of facial feedback. It considers the relationship between the bioelectric activity of facial muscles and neuropsychic stress. The modern issues dedicated to the study of the correlation between the indicators assessing the tonic activity of facial muscles and psycho-emotional stress are highlighted. Particular emphasis is placed on the scientific concept of emotional proprioception, according to which facial muscle activity through the trigeminal and facial nerves affects the emotional centers of the brain, by improving or worsening the emotional state. The currently known methods for the correction of psychoemotional states, which are based on the feedback mechanism, are analyzed. The possibilities of using neuromuscular relaxation of the facial muscles to correct psychoemotional conditions are considered.
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Affiliation(s)
- A D Dubinskaya
- Moscow Research and Practical Center for Medical Rehabilitation, Restorative and Sports Medicine, Moscow, Russia
| | - A A Kukshina
- Moscow Research and Practical Center for Medical Rehabilitation, Restorative and Sports Medicine, Moscow, Russia
| | - O V Yurova
- Moscow Research and Practical Center for Medical Rehabilitation, Restorative and Sports Medicine, Moscow, Russia
| | - A V Kotel'nikova
- Moscow Research and Practical Center for Medical Rehabilitation, Restorative and Sports Medicine, Moscow, Russia
| | - E N Gulaev
- Moscow Research and Practical Center for Medical Rehabilitation, Restorative and Sports Medicine, Moscow, Russia
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6
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Lees AJ, Swash M. Face-making: task-specific facial tensions and grimacing in musicians. J Neurol Neurosurg Psychiatry 2019; 90:1180-1182. [PMID: 31422370 DOI: 10.1136/jnnp-2019-321149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 07/16/2019] [Accepted: 07/31/2019] [Indexed: 11/04/2022]
Affiliation(s)
| | - Michael Swash
- Barts and The London School of Medicine and Dentistry, London, UK .,Institute of Neuroscience, University of Lisbon Medical Faculty, Lisboa, Portugal
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7
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Chen C, Crivelli C, Garrod OGB, Schyns PG, Fernández-Dols JM, Jack RE. Distinct facial expressions represent pain and pleasure across cultures. Proc Natl Acad Sci U S A 2018; 115:E10013-E10021. [PMID: 30297420 PMCID: PMC6205428 DOI: 10.1073/pnas.1807862115] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Real-world studies show that the facial expressions produced during pain and orgasm-two different and intense affective experiences-are virtually indistinguishable. However, this finding is counterintuitive, because facial expressions are widely considered to be a powerful tool for social interaction. Consequently, debate continues as to whether the facial expressions of these extreme positive and negative affective states serve a communicative function. Here, we address this debate from a novel angle by modeling the mental representations of dynamic facial expressions of pain and orgasm in 40 observers in each of two cultures (Western, East Asian) using a data-driven method. Using a complementary approach of machine learning, an information-theoretic analysis, and a human perceptual discrimination task, we show that mental representations of pain and orgasm are physically and perceptually distinct in each culture. Cross-cultural comparisons also revealed that pain is represented by similar face movements across cultures, whereas orgasm showed distinct cultural accents. Together, our data show that mental representations of the facial expressions of pain and orgasm are distinct, which questions their nondiagnosticity and instead suggests they could be used for communicative purposes. Our results also highlight the potential role of cultural and perceptual factors in shaping the mental representation of these facial expressions. We discuss new research directions to further explore their relationship to the production of facial expressions.
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Affiliation(s)
- Chaona Chen
- School of Psychology, College of Science and Engineering, University of Glasgow, Glasgow G12 8QB Scotland, United Kingdom
- Institute of Neuroscience and Psychology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QB Scotland, United Kingdom
| | - Carlos Crivelli
- Institute for Psychological Science, School of Applied Social Sciences, De Montfort University, Leicester LE1 9BH, United Kingdom
| | - Oliver G B Garrod
- Institute of Neuroscience and Psychology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QB Scotland, United Kingdom
| | - Philippe G Schyns
- School of Psychology, College of Science and Engineering, University of Glasgow, Glasgow G12 8QB Scotland, United Kingdom
- Institute of Neuroscience and Psychology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QB Scotland, United Kingdom
| | - José-Miguel Fernández-Dols
- Departamento de Psicología Social y Metodología, Facultad de Psicología, Universidad Autónoma de Madrid, 28049 Madrid, Spain
| | - Rachael E Jack
- School of Psychology, College of Science and Engineering, University of Glasgow, Glasgow G12 8QB Scotland, United Kingdom;
- Institute of Neuroscience and Psychology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QB Scotland, United Kingdom
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8
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Lewis MB. The interactions between botulinum-toxin-based facial treatments and embodied emotions. Sci Rep 2018; 8:14720. [PMID: 30283017 PMCID: PMC6170457 DOI: 10.1038/s41598-018-33119-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Accepted: 09/04/2018] [Indexed: 11/23/2022] Open
Abstract
Botulinum toxin (BTX) injections reduce muscle mobility and are commonly used to treat the appearance of glabellar frown lines. Research shows that this cosmetic treatment leads to a reduction in depression. This reduction is consistent with the theory of embodied emotions because patients have a reduced ability to frown and so receive less negative feedback associated with this action. The current research explored this effect and three further hypotheses for the effects of cosmetic BTX injections based on embodied emotions. It was hypothesised that treatment of crow's feet (or laughter lines) would reduce mood as patients' Duchenne smiles would be impaired. It was hypothesised that facial BTX treatments would impair emotional expression recognition because the ability to mimic emotions would be reduced. Finally, it was hypothesised that, as BTX treatments prevent facial expressions associated with sexual excitement, sexual function would be impaired after treatment. Twenty four BTX-treated and twelve matched participants (all female) were tested before and after treatment. Results found that BTX treatment of laughter lines was associated with increased depression scores. Further, BTX treatment was associated with reduced emotion recognition ability and sexual function. The current results add to our knowledge of the psychological effects of injections of powerful neurotoxins and broaden the scope of the embodiment of emotions.
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Affiliation(s)
- Michael B Lewis
- School of Psychology, Cardiff University, Cardiff, CF10 3AT, UK.
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Abstract
This review provides an overview of the research on nonverbal expressions of positive emotions, organised into emotion families, that is, clusters sharing common characteristics. Epistemological positive emotions (amusement, relief, awe, and interest) are found to have distinct, recognisable displays via vocal or facial cues, while the agency-approach positive emotions (elation and pride) appear to be associated with recognisable visual, but not auditory, cues. Evidence is less strong for the prosocial emotions (love, compassion, gratitude, and admiration) in any modality other than touch, and there is little support for distinct recognisable signals of the savouring positive emotions (contentment, sensory pleasure, and desire). In closing, some limitations of extant work are noted and some proposals for future research are outlined.
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Affiliation(s)
- Disa A Sauter
- Department of Social Psychology, University of Amsterdam, the Netherlands
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10
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Namba S, Kabir RS, Miyatani M, Nakao T. Spontaneous Facial Actions Map onto Emotional Experiences in a Non-social Context: Toward a Component-Based Approach. Front Psychol 2017; 8:633. [PMID: 28522979 PMCID: PMC5415601 DOI: 10.3389/fpsyg.2017.00633] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Accepted: 04/09/2017] [Indexed: 11/20/2022] Open
Abstract
While numerous studies have examined the relationships between facial actions and emotions, they have yet to account for the ways that specific spontaneous facial expressions map onto emotional experiences induced without expressive intent. Moreover, previous studies emphasized that a fine-grained investigation of facial components could establish the coherence of facial actions with actual internal states. Therefore, this study aimed to accumulate evidence for the correspondence between spontaneous facial components and emotional experiences. We reinvestigated data from previous research which secretly recorded spontaneous facial expressions of Japanese participants as they watched film clips designed to evoke four different target emotions: surprise, amusement, disgust, and sadness. The participants rated their emotional experiences via a self-reported questionnaire of 16 emotions. These spontaneous facial expressions were coded using the Facial Action Coding System, the gold standard for classifying visible facial movements. We corroborated each facial action that was present in the emotional experiences by applying stepwise regression models. The results found that spontaneous facial components occurred in ways that cohere to their evolutionary functions based on the rating values of emotional experiences (e.g., the inner brow raiser might be involved in the evaluation of novelty). This study provided new empirical evidence for the correspondence between each spontaneous facial component and first-person internal states of emotion as reported by the expresser.
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Affiliation(s)
- Shushi Namba
- Graduate School of Education, Hiroshima UniversityHiroshima, Japan
| | - Russell S Kabir
- Graduate School of Education, Hiroshima UniversityHiroshima, Japan
| | - Makoto Miyatani
- Department of Psychology, Hiroshima UniversityHiroshima, Japan
| | - Takashi Nakao
- Department of Psychology, Hiroshima UniversityHiroshima, Japan
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11
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Abstract
Posed stimuli dominate the study of nonverbal communication of emotion, but concerns have been raised that the use of posed stimuli may inflate recognition accuracy relative to spontaneous expressions. Here, we compare recognition of emotions from spontaneous expressions with that of matched posed stimuli. Participants made forced-choice judgments about the expressed emotion and whether the expression was spontaneous, and rated expressions on intensity (Experiments 1 and 2) and prototypicality (Experiment 2). Listeners were able to accurately infer emotions from both posed and spontaneous expressions, from auditory, visual, and audiovisual cues. Furthermore, perceived intensity and prototypicality were found to play a role in the accurate recognition of emotion, particularly from spontaneous expressions. Our findings demonstrate that perceivers can reliably recognise emotions from spontaneous expressions, and that depending on the comparison set, recognition levels can even be equivalent to that of posed stimulus sets.
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Affiliation(s)
- Disa A Sauter
- a Department of Social Psychology , University of Amsterdam , Amsterdam , Netherlands
| | - Agneta H Fischer
- a Department of Social Psychology , University of Amsterdam , Amsterdam , Netherlands
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12
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Aragón OR, Bargh JA. “So Happy I Could Shout!” and “So Happy I Could Cry!” Dimorphous expressions represent and communicate motivational aspects of positive emotions. Cogn Emot 2017; 32:286-302. [DOI: 10.1080/02699931.2017.1301388] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Oriana R. Aragón
- Department of Psychology, Yale University, New Haven, CT, USA
- Department of Marketing, Clemson University School of Business, Clemson, SC, USA
| | - John A. Bargh
- Department of Psychology, Yale University, New Haven, CT, USA
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13
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“Tears of joy” and “tears and joy?” personal accounts of dimorphous and mixed expressions of emotion. MOTIVATION AND EMOTION 2017. [DOI: 10.1007/s11031-017-9606-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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14
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Abstract
As a highly social species, humans frequently exchange social information to support almost all facets of life. One of the richest and most powerful tools in social communication is the face, from which observers can quickly and easily make a number of inferences - about identity, gender, sex, age, race, ethnicity, sexual orientation, physical health, attractiveness, emotional state, personality traits, pain or physical pleasure, deception, and even social status. With the advent of the digital economy, increasing globalization and cultural integration, understanding precisely which face information supports social communication and which produces misunderstanding is central to the evolving needs of modern society (for example, in the design of socially interactive digital avatars and companion robots). Doing so is challenging, however, because the face can be thought of as comprising a high-dimensional, dynamic information space, and this impacts cognitive science and neuroimaging, and their broader applications in the digital economy. New opportunities to address this challenge are arising from the development of new methods and technologies, coupled with the emergence of a modern scientific culture that embraces cross-disciplinary approaches. Here, we briefly review one such approach that combines state-of-the-art computer graphics, psychophysics and vision science, cultural psychology and social cognition, and highlight the main knowledge advances it has generated. In the light of current developments, we provide a vision of the future directions in the field of human facial communication within and across cultures.
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Affiliation(s)
- Rachael E Jack
- School of Psychology, University of Glasgow, Scotland G12 8QB, UK; Institute of Neuroscience and Psychology, University of Glasgow, Scotland G12 8QB, UK.
| | - Philippe G Schyns
- School of Psychology, University of Glasgow, Scotland G12 8QB, UK; Institute of Neuroscience and Psychology, University of Glasgow, Scotland G12 8QB, UK.
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Aranguren M, Tonnelat S. Emotional Transactions in the Paris Subway: Combining Naturalistic Videotaping, Objective Facial Coding and Sequential Analysis in the Study of Nonverbal Emotional Behavior. JOURNAL OF NONVERBAL BEHAVIOR 2014. [DOI: 10.1007/s10919-014-0193-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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16
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Levin RJ. The pharmacology of the human female orgasm - its biological and physiological backgrounds. Pharmacol Biochem Behav 2014; 121:62-70. [PMID: 24560912 DOI: 10.1016/j.pbb.2014.02.010] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2013] [Revised: 01/30/2014] [Accepted: 02/13/2014] [Indexed: 12/18/2022]
Abstract
The female orgasm has been examined over the years by numerous scientific disciplines yet it still has many secrets to be disclosed. Because its physiology, especially its neurophysiology, is sparingly understood its pharmacology is necessarily limited based mainly on the side effects of drugs. Few published studies have used a placebo group as controls. The paucity of focussed studies is well illustrated by the fact that there still is no approved medication to treat female orgasmic dysfunction. The present brief overview examines the most important aspects of its biology and especially its physiology highlighting the many questions that need answering if we are to have a comprehensive pharmacology of the female orgasm.
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Affiliation(s)
- Roy J Levin
- Honorary Research Associate, Sexual Physiology Laboratory, Porterbrook Clinic, 75 Osborne Road, Sheffield S11 9BF, Yorkshire, England, United Kingdom.
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17
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Darwin's Duchenne: eye constriction during infant joy and distress. PLoS One 2013; 8:e80161. [PMID: 24278255 PMCID: PMC3835870 DOI: 10.1371/journal.pone.0080161] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2012] [Accepted: 10/09/2013] [Indexed: 11/19/2022] Open
Abstract
Darwin proposed that smiles with eye constriction (Duchenne smiles) index strong positive emotion in infants, while cry-faces with eye constriction index strong negative emotion. Research has supported Darwin’s proposal with respect to smiling, but there has been little parallel research on cry-faces (open-mouth expressions with lateral lip stretching). To investigate the possibility that eye constriction indexes the affective intensity of positive and negative emotions, we first conducted the Face-to-Face/Still-Face (FFSF) procedure at 6 months. In the FFSF, three minutes of naturalistic infant-parent play interaction (which elicits more smiles than cry-faces) are followed by two minutes in which the parent holds an unresponsive still-face (which elicits more cry-faces than smiles). Consistent with Darwin’s proposal, eye constriction was associated with stronger smiling and with stronger cry-faces. In addition, the proportion of smiles with eye constriction was higher during the positive-emotion eliciting play episode than during the still-face. In parallel, the proportion of cry-faces with eye constriction was higher during the negative-emotion eliciting still-face than during play. These results are consonant with the hypothesis that eye constriction indexes the affective intensity of both positive and negative facial configurations. A preponderance of eye constriction during cry-faces was observed in a second elicitor of intense negative emotion, vaccination injections, at both 6 and 12 months of age. The results support the existence of a Duchenne distress expression that parallels the more well-known Duchenne smile. This suggests that eye constriction–the Duchenne marker–has a systematic association with early facial expressions of intense negative and positive emotion.
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Abstract
Do basic emotions produce their predicted facial expressions in nonlaboratory settings? Available studies in naturalistic settings rarely test causation, but do show a surprisingly weak correlation between emotions and their predicted facial expressions. This evidence from field studies is more consistent with facial behavior having many causes, functions, and meanings, as opposed to their being fixed signals of basic emotion.
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Affiliation(s)
| | - Carlos Crivelli
- Facultad de Psicología, Universidad Autónoma de Madrid, Spain
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19
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Aviezer H, Trope Y, Todorov A. Body cues, not facial expressions, discriminate between intense positive and negative emotions. Science 2012. [PMID: 23197536 DOI: 10.1126/science.1224313] [Citation(s) in RCA: 310] [Impact Index Per Article: 25.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
The distinction between positive and negative emotions is fundamental in emotion models. Intriguingly, neurobiological work suggests shared mechanisms across positive and negative emotions. We tested whether similar overlap occurs in real-life facial expressions. During peak intensities of emotion, positive and negative situations were successfully discriminated from isolated bodies but not faces. Nevertheless, viewers perceived illusory positivity or negativity in the nondiagnostic faces when seen with bodies. To reveal the underlying mechanisms, we created compounds of intense negative faces combined with positive bodies, and vice versa. Perceived affect and mimicry of the faces shifted systematically as a function of their contextual body emotion. These findings challenge standard models of emotion expression and highlight the role of the body in expressing and perceiving emotions.
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Affiliation(s)
- Hillel Aviezer
- Department of Psychology, Princeton University, Princeton, NJ 08540, USA.
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