Inferring the preferences of others from spontaneous, low-emotional facial expressions

The present study investigates whether people can infer the preferences of others from spontaneous facial expressions alone. We utilize a paradigm that unobtrusively records people's natural facial reactions to relatively mundane stimuli while they simultaneously report which ones they find more appealing. Videos were then presented to perceivers who attempted to infer the choices of the target individuals—thereby linking perceiver inferences to objective outcomes. Perceivers demonstrated above-chance ability to infer target preferences across four different stimulus categories: people (attractiveness), cartoons (humor), paintings (decorative appeal), and animals (cuteness). While perceivers' subjective ratings of expressivity varied somewhat between targets, these ratings did not predict the relative “readability” of the targets. The findings suggest that noncommunicative, natural facial behavior by itself suffices for certain types interpersonal prediction, even in low-emotional contexts.     

Temporal shifts in eye gaze and facial expressions independently contribute to the perceived attractiveness of unfamiliar faces

ABSTRACT

We investigated whether attractiveness ratings of expressive faces would be affected by gaze shifts towards or away from the observer. In all experiments, effects of facial expression were found, with higher attractiveness ratings to positive over negative expressions, irrespective of effects of gaze-shifts. In the first experiment faces with gaze shifts away from the observer were preferred. However, when the dynamics of the gaze shift was disrupted, by adding an intermediate delay, the effect of direction of gaze shift disappeared. By manipulating the relative duration of each gaze direction during a gaze shift we found higher attractiveness ratings to faces with a longer duration of direct gaze, particularly in the initial exposure to a face. Our findings suggest that although the temporal dynamics of eye gaze and facial expressions influence the aesthetic evaluation of faces, these cues appear to act independently rather than in an integrated manner for social perception.     

道德信息对面孔吸引力判断的无意识调节

抽象语言信息是否能够影响知觉?本研究在审美领域对此进行考察,探索无意识获取的道德信息是否影响个体对相应面孔吸引力的知觉判断。结果发现个体对面孔吸引力的知觉判断受到内隐道德信息的调节,且调节效应与面孔本身吸引力水平无关; 另外,面孔审美判断的反应时受到道德美丑和面孔吸引力的共同影响,尤其当两类信息相矛盾时被试需要更长的时间进行判断。研究结果表明抽象的社会道德信息可以对面孔吸引力的知觉判断产生自上而下的调节。     

Presidential Physiognomies: Altered Images, Altered Perceptions

Digitized facial images of Presidents Clinton, Reagan, and Kennedy were manipulated to test whether subtle feature alterations were powerful enough to shift social perceptions of them. It was expected that exaggeration of facial maturity cues would lead to shifts in perceptions of power (dominance, strength, and cunning) and warmth (honesty, attractiveness, and compassion). Each familiar face was made more neotenous by enlarging eyes and lips, and made more mature by reducing the sizes of these features. Undergraduate perceivers rated one version of each face. Though unaware of feature changes, perceivers were affected by them. In Study 1, neotenous features made Clinton seem more honest and attractive, even to perceivers who did not support him in the 1996 election. In Study 2, mature features made Kennedy, the youngest U.S. president, seem more cunning and made Reagan, the oldest president, appear less powerful and less warm; neotenous features reduced ratings of both Kennedy's and Reagan's power, whereas neotenizing the familiar face of Clinton increased ratings of his honesty and attractiveness without diminishing perceptions of his power. Overall, the results suggested that subtle alterations of proximate physiognomic cues can be used to manipulate perceivers' social perceptions of familiar political leaders.     

I'm hot, so i'd say you're not: the influence of objective physical attractiveness on mate selection

Four studies investigated the importance of objective and subjective attributes to mate selection. This research tested whether perceivers' objective physical attractiveness influenced how they evaluated the physical attractiveness of others and, if considered, may provide a parsimonious account for matching in mate selection. Study 1 (N = 102) demonstrated that ratings of targets' attractiveness decreased as perceivers' objective physical attractiveness increased. Studies 2 (N = 89) and 3 (N = 68) revealed that as perceivers' objective physical attractiveness increased, reductions in expected satisfaction and rejection were mediated by perceivers' reduced assessments of targets' attractiveness. Study 4 (N = 114) produced patterns of matching by finding that attractive perceivers expected to date more attractive targets while unattractive perceivers expected to date less attractive targets. This research emphasizes the importance of objective physical attractiveness to target evaluations and describes how matching results from the combined influence of objective and subjective attributes.     

Tooth color: effects on judgments of attractiveness and age

Tooth whitening has become a very popular procedure. Advertisements for whitening products imply that whiter teeth are more attractive than yellower teeth. We tested this idea empirically by manipulating the tooth color of pictures of male and female targets. Participants' ratings of attractiveness were not influenced by tooth color. Exp. 2 yielded a negative correlation between attractiveness and age ratings: targets judged to be older were rated as less attractive. Unless whiter teeth help in some other way, e.g., improved self-esteem or confidence, it seems that tooth whitening procedures or products are not associated with increased attractiveness to others.     

面部特征空间关系、肤色亮度对卡通面孔吸引力的影响

选取88名大班儿童（43名女童和45名男童）及90名在校大学生（42名男生和48名女生）为实验被试,通过心理量表评分,探讨面部特征空间关系、肤色和亮度对儿童卡通面孔吸引力影响。结果显示：（1）幼儿与成人对卡通面孔最佳面部特征空间关系评价存在差异;（2）幼儿评价女童卡通面孔眼嘴间距离占面长24%时吸引力最优,两眼间距离占面宽41%时吸引力最优,但未达显著。成人评价女童卡通面孔也存在纵向“黄金比例（19%）”现象;（3）男童卡通面孔不存在最佳比例;（4）幼儿偏爱偏白肤色,而成人偏好白里透红;（5）受众性别与卡通形象性别均对肤色偏好有影响;（6）亮度高的儿童卡通面孔更具吸引力。结论：卡通面孔吸引力受面部特征空间关系、肤色与亮度等因素显著影响,卡通设计需针对不同年龄、性别受众来设定面部特征空间关系与肤色等要素。     

Negatively biased emotion perception in depression as a contributing factor to psychological aggression perpetration: a preliminary study

Based on research linking depressive symptoms and intimate partner aggression perpetration with negatively biased perception of social stimuli, the present authors examined biased perception of emotional expressions as a mechanism in the frequently observed relationship between depression and psychological aggression perpetration. In all, 30 university students made valence ratings (negative to positive) of emotional facial expressions and completed measures of depressive symptoms and psychological aggression perpetration. As expected, depressive symptoms were positively associated with psychological aggression perpetration in an individual's current relationship, and this relationship was mediated by ratings of negative emotional expressions. These findings suggest that negatively biased perception of emotional expressions within the context of elevated depressive symptoms may represent an early stage of information processing that leads to aggressive relationship behaviors.     

When facial attractiveness is only skin deep

Whilst the relationship between aspects of facial shape and attractiveness has been extensively studied, few studies have investigated which characteristics of the surface of faces positively influence attractiveness judgments. As many researchers have proposed a link between attractiveness and traits that appear healthy, apparent health of facial skin might be a property of the surface of faces that positively influences attractiveness judgments. In experiment 1 we tested for a positive correlation between ratings of the apparent health of small skin patches (extracted from the left and right cheeks of digital face images) and ratings of the attractiveness of male faces. By using computer-graphics faces, in experiment 2 we aimed to establish if apparent health of skin influences male facial attractiveness independently of shape information. Results suggest that apparent health of facial skin is correlated both with ratings of male facial attractiveness (experiment 1) and with being a visual cue for judgments of the attractiveness of male faces (experiment 2). These findings underline the importance of controlling for the influence of visible skin condition in studies of facial attractiveness and are consistent with the proposal that attractive physical traits are those that positively influence others' perceptions of an individual's health.     

Physical Attractiveness and Popularity: The Mediating Role of Self-Perception

Subjective ratings of physical attractiveness were compared with objective ratings of attractiveness in the prediction of popularity. The relationships between Harter's (1979) Perceived Competency Scale for Children (PCSC) and both popularity and physical attractiveness were also examined. Fifty-three third-grade and 54 fifth-grade children were tested on the Harter scales and on a new 7-item scale of self-perceived attractiveness. Objective attractiveness ratings were provided by 30 other children of the same grades and sex. Popularity was assessed by sociometric nominations and ratings. The results replicated the moderate relationship of objective attractiveness and popularity found in prior studies. Self-perceived attractiveness was unrelated to popularity in third-grade children but was significantly related at the fifth-grade level. Subjective and objective attractiveness were inversely related at the third-grade level but were positively related in fifth graders. Objective attractiveness was unrelated to self-esteem at either grade level but subjective attractiveness predicted self-esteem for all the children.     

Computational models of facial attractiveness judgments

We designed two computational models to replicate human facial attractiveness ratings. The primary model used partial least squares (PLS) to identify image factors associated with facial attractiveness from facial images and attractiveness ratings of those images. For comparison we also made a model similar to previous models of facial attractiveness, in that it used manually derived measurements between features as inputs, though we took the additional step of dimensionality reduction via principal component analysis (PCA) and weighting of PCA dimensions via a perceptron. Strikingly, both models produced estimates of facial attractiveness that were indistinguishable from human ratings. Because PLS extracts a small number of image factors from the facial images that covary with attractiveness ratings of the images, it is possible to determine the information used by the model. The image factors that the model discovered correspond to two of the main contemporary hypotheses of averageness judgments: facial attractiveness and sexual dimorphism. In contrast, facial symmetry was not important to the model, and an explicit feature-based measurement of symmetry was not correlated with human judgments of facial attractiveness. This provides novel evidence for the importance of averageness and sexual dimorphism, but not symmetry, in human judgments of facial attractiveness.     

Perceptions of the physical attractiveness of the self, current romantic partners, and former partners

This study examined ratings of physical attractiveness of the self and former and current partners. A total of 304 participants completed measures of attractiveness, relationship satisfaction, love dimensions, self-esteem and sociosexual orientation. Consistent with previous work, results showed that participants rated their current partners as more attractive than themselves and their former partners. However, results also showed that former partners were rated as more attractive than the self on a number of bodily characteristics. Finally, results showed that ratings of former partner physical attractiveness were associated with passion for the former partner, self-esteem, sociosexual orientation, and attributions of relationship termination. These results are discussed in relation to the available literature on positive illusions in intimate relationships.     

面孔吸引力的整体表征及其动态性增强

面孔作为一种高级的视觉刺激,在人际交往中有着无可替代的作用。其中,面孔吸引力更是影响着日常生活的重要社交决策,如择偶、交友、求职、社会交换等。长久以来,研究者们从面孔特征、社会信息和观察者因素等角度不断探索着人们对静态面孔吸引力的感知,且多从进化角度加以解释。但是,人们如何表征面孔吸引力以及其动态性增强机制仍未可知。本项目通过两个研究,分别从面孔吸引力的整体表征,以及面孔动态性通过影响整体加工、影响对整体信息和特征信息的注意、以及影响社会信息来增强吸引力,从这两个角度尝试回答这一问题。在研究1中,本项目从整体加工的角度探索了面孔吸引力的认知表征。研究1.1通过评分任务和适应范式探索高空间频率（更多局部特征）和低空间频率（更多整体特征）对面孔吸引力的影响,旨在从空间频率探讨面孔吸引力的整体表征。研究1.2通过操纵面孔对称性和面孔常态性探索面孔常态性在面孔对称性和面孔吸引力间的中介作用,探讨面孔吸引力的常态构型表征。研究1.3引入“三庭五眼”这一中国传统面孔审美理论,通过评分任务和适应范式研究“三庭五眼” 构型是否符合中国人对高吸引力中国面孔的表征,以此探讨面孔吸引力的整体表征。研究1.4通过评分任务和适应范式考察局部面孔遮挡是否促进整体面孔吸引力,以及这种促进作用是否由于人们通过局部特征“脑补”出了完整面孔。研究2从整体加工、注意和生命力的角度探讨面孔吸引力的动态性增强机制。研究2.1使用合成效应范式测量动态面孔吸引力的整体加工,探索动静态面孔的吸引力差异是否源于其整体加工程度的不同。研究2.2使用注意分散范式,并结合眼动技术,探讨人们对动静态面孔的注视模式是否存在差异,这种差异是否能解释动态面孔吸引力的增强。研究2.3结合问卷法、实验法和结构方程模型,考察了生命力这一社会因素对动静态面孔吸引力的影响。本项目探讨了面孔吸引力的认知表征以及其动态性增强机制,有助于我们进一步理解人们对面孔吸引力的认知加工以及人类欣赏美这一高级智能。同时,本项目的结果对于日常人际交往和面孔吸引力相关算法的优化等方面也有潜在的应用价值。     

Alcohol intoxication reduces detection of asymmetry: an explanation for increased perceptions of facial attractiveness after alcohol consumption?

Ratings of physical attractiveness are related to degree of facial symmetry. Acute alcohol consumption affects ratings of physical attractiveness and also attenuates aspects of visual perception. We tested the hypothesis that increases in ratings of attractiveness associated with alcohol intoxication can be attributed at least in part to a reduced ability to discern facial asymmetry due to reductions in levels of visual perception. We examined whether alcohol intoxication reduces ability to detect asymmetry in approximately symmetrical images. Sober and intoxicated subjects were shown a series of simple geometric images to which they responded on whether they perceived each one to be symmetrical or asymmetrical. Intoxicated subjects were significantly less able to detect asymmetry than were sober subjects, providing support for the hypothesis.     

Sociosexuality and face perception: Unrestricted sexual orientation facilitates sensitivity to female facial cues

Across two studies, sexually unrestricted men and women showed heightened sensitivity to female facial symmetry (a signal of genetic fitness) and female sexual receptivity (happy facial expressions). In Study 1, individuals assessed the attractiveness of male and female targets of varying facial symmetry. Sexually unrestricted men and women, compared to their sexually restricted counterparts, showed a stronger symmetry advantage in attractiveness ratings for female targets, an indication of greater sensitivity to facial symmetry. Study 2 asked participants to discriminate between genuine (Duchenne) and deceptive smiles on both male and female faces. Results indicated that sexually unrestricted men and women, compared to sexually restricted individuals, were better able to discriminate between these actual and deceptive signals of receptivity for female targets. Neither study found any relationship between sociosexual orientation and the perception of male targets. These results suggest that sexually unrestricted individuals are attuned to reproductively-relevant cues in female faces.     

Positive facial affect looks healthy

A healthy appearance is linked to important behavioural outcomes. Here we investigated whether positive facial affect is a cue for perceived health. In study one, two groups of participants rated the perceived health or perceived happiness of a large set of faces with neutral expressions. Perceived happiness predicted perceived health, as did anthropometric measures of expression. In a second experimental study, we collected ratings of perceived health for a wide age range of target faces with either neutral or smiling expressions. Smiling faces were rated as being much healthier looking than neutral faces, confirming that facial expression plays a role in the perception of health. A third study investigating attractiveness as a possible mediator found that expression still had a significant direct effect on perceived health, after accounting for attractiveness. Together, these studies systematically show that facial affect plays a critical role in shaping our perceptions of health in others.     

Vulnerability of facial attractiveness perception to early and multi-year visual deprivation

Judgments of facial attractiveness invariably accompany our perception of faces. Even neonates appear to be capable of making such judgments in a manner consistent with adults. This suggests that the processes supporting facial attractiveness require little, if any, visual experience to manifest. Here we investigate the resilience of these processes to several years of early-onset visual deprivation. Specifically, we study whether congenitally blind children treated several years after birth possess the ability to rate facial attractiveness in a manner congruent to normally sighted individuals. The data reveal significant individual variability in the way each newly sighted child perceives attractiveness. This is in marked contrast to data from normally sighted controls who exhibit strong across-subject agreement in facial attractiveness ratings. This variability may be attributable, in part, to atypical facial encoding strategies used by the newly sighted children. Overall, our results suggest that the development of facial attractiveness perception is likely to be vulnerable to early visual deprivation, pointing to the existence of a possible sensitive period early in the developmental trajectory.     

Facial attractiveness as a moderator of the association between social and physical aggression and popularity in adolescents

This study examined the relations between facial attractiveness, aggression, and popularity in adolescence to determine whether facial attractiveness would buffer against the negative effects of aggression on popularity. We collected ratings of facial attractiveness from standardized photographs, and teachers provided information on adolescents' social aggression, physical aggression, and popularity for 143 seventh graders (70 girls). Regression analyses indicated that facial attractiveness moderated the relations between both types of aggression and popularity. Aggression was associated with a reduction in popularity for adolescents low on facial attractiveness. However, popularity did not decrease as a function of aggression for adolescents high on facial attractiveness. Aggressors with high facial attractiveness may experience fewer negative consequences to their social standing, thus contributing to higher overall rates of aggression in school settings.     

Attractiveness, distinctiveness, and recognition of faces: attractive faces can be typical or distinctive but are not better recognized

The debate surrounding the relationship between facial attractiveness and distinctiveness appears to arise from different definitions of distinctiveness. In our study unfamiliar faces were rated for attractiveness, age, and distinctiveness. Two measures of distinctiveness were used: ease of spotting the face in a crowd (traditional) and deviation from an average face (deviation). Recognition was not predicted by attractiveness. The traditional ratings produced a complex relationship with attractiveness, where unattractive faces were distinctive, but attractive faces were rated at all levels of distinctiveness. When the effects of age were partialled out, attractiveness no longer predicted traditional distinctiveness. However, deviation ratings produced a strong negative correlation with attractiveness, even when the effects of age were removed.