Department of Psychology, University of Memphis, Memphis, TN, USA.
Cogn Emot. 2012;26(2):362-74. doi: 10.1080/02699931.2011.575767. Epub 2011 Jun 12.
Although it is generally acknowledged that experiences of frustration, confusion, and anxiety are embodied phenomena, very little is known about how these processes modulate presumably unconscious, but constantly present, subtle bodily movement. We addressed this problem by tracking the low-level dynamics of body movement, using 1/f noise, pink noise, or "fractal scaling", during naturalistic experiences of affect in two studies involving deep learning and effortful problem-solving. Our results indicate that body movement fluctuations of individuals experiencing cognitive equilibrium was characteristic of correlated pink noise, but there was a whitening of the signal when participants experienced states that are diagnostic of cognitive distress such as anxiety, confusion, and frustration. We orient our findings within theories that emphasise the embodied nature of cognition and affect and with perspectives that view affective and cognitive processes as emergent products of a self-organising dynamical system (the brain) that is inextricably coupled to the body.
尽管人们普遍认为挫折、困惑和焦虑等体验是具身现象,但对于这些过程如何调节那些推测为无意识但却不断存在的微妙身体运动,人们知之甚少。我们通过在两项涉及深度学习和费力解决问题的自然情感体验中使用 1/f 噪声、粉红噪声或“分形缩放”来跟踪身体运动的低水平动力学,解决了这个问题。我们的结果表明,经历认知平衡的个体的身体运动波动特征是相关的粉红噪声,但当参与者经历到焦虑、困惑和沮丧等可诊断为认知困扰的状态时,信号会变白。我们将我们的发现定位在强调认知和情感的具身性的理论中,并从将情感和认知过程视为自我组织动力系统(大脑)的涌现产物的角度来看待,而该系统与身体不可分割地耦合。