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Virginia Tech

Autonomic Differentiation of Emotions: A Cluster Analysis Approach

Abstract

dc:description.abstract

The autonomic specificity of emotion is intrinsic for many major theories of emotion. One of the goals of this study was to validate a standardized set of music clips to be used in studies of emotion and affect. This was accomplished using self-reported affective responses to 40 music pieces, noise, and silence clips in a sample of 71 college-aged individuals. Following the music selection phase of the study; the validated music clips as well as film clips previously shown to induce a wide array of emotional responses were presented to 50 college-aged subjects while a montage of autonomic variables were measured. Evidence for autonomic discrimination of emotion was found via pattern classification analysis replicating findings from previous research. It was theorized that groups of individuals could be identified based upon individual response specificity using cluster analytic techniques. Single cluster solutions for all emotion conditions indicated that stimulus response stereotypy of emotions was more powerful than individual patterns. Results from pattern classification analysis and cluster analysis support the concept of autonomic specificity of emotion.

Degree

thesis:*
Name thesis:degree_name
Master of Science
Level thesis:degree_level
masters
Discipline thesis:degree_discipline
Psychology
Department dc:contributor.department
Psychology
Grantor dc:publisher
Virginia Tech
Year dc:date.issued
2007

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Stephens, Chad Louis
Chair dc:contributor.committeechair
  • Friedman, Bruce H.
Committee members dc:contributor.committeemember
  • Harrison, David W.
  • Cooper, Robin K. Panneton

Subjects

dc:subject × 3

Rights

dc:rights
Statement dc:rights
  • In Copyright
Language dc:language.iso
en_US

Identifiers

dc:identifier.*
Dc Identifier Other
etd-10092007-183519
OAI identifier oai:identifier
oai:vtechworks.lib.vt.edu:10919/79690

Chain of custody

source
Harvested from
Virginia Tech
Base URL
vtechworks.lib.vt.edu/oai/request
Last updated
2026-07-22
Source record
OAI-PMH GetRecord
citation

Stephens, Chad Louis. Autonomic Differentiation of Emotions: A Cluster Analysis Approach. masters thesis, Virginia Tech, 2007. http://hdl.handle.net/10919/79690