Dark identity : Distinction between malevolent character traits through self-descriptive language
Garcia, Danilo ; Rosenberg, Patricia and Sikström, Sverker LU
(2020)
p.143-164
- Abstract
Peoples’ tendencies to be manipulative, opportunistic, selfish, callous, amoral, and self-centered (i.e., an outlook of separateness; Cloninger, Feeling good: The science of well-being, Oxford University Press, 2004; Southern Medical Journal, 100, 740-743, 2007; Mens Sana Monographs, 11, 16-24, 2013) are reflected in individual differences in three dark traits: Machiavellianism, narcissism, and psychopathy (Paulhus and Williams, Journal of Research in Personality, 36, 556-563, 2002). At a general level, individuals who express any of these dark traits also express uncooperativeness as one common aspect of their vicious character. In addition, people who express different levels of each of these malevolent traits, also express different... (More)
Peoples’ tendencies to be manipulative, opportunistic, selfish, callous, amoral, and self-centered (i.e., an outlook of separateness; Cloninger, Feeling good: The science of well-being, Oxford University Press, 2004; Southern Medical Journal, 100, 740-743, 2007; Mens Sana Monographs, 11, 16-24, 2013) are reflected in individual differences in three dark traits: Machiavellianism, narcissism, and psychopathy (Paulhus and Williams, Journal of Research in Personality, 36, 556-563, 2002). At a general level, individuals who express any of these dark traits also express uncooperativeness as one common aspect of their vicious character. In addition, people who express different levels of each of these malevolent traits, also express different levels of extraversion, conscientiousness, neuroticism and other personality tendencies. However, these associations are inconsistent across studies. What is even more, besides temperament and character traits, the concept of the self and a person’s identity is also expressed when individuals intentionally describe themselves; some might describe themselves as talkative, others as shy, goal-directed, manipulative, kind, loving, and etcetera. The question is, if the words people use to describe themselves express their malevolent character? In other words, is the meaning of these words related to their dark tendencies? Our aim was to find a clearer distinction between people’s dark tendencies by investigating the relationship between how people intentionally describe themselves and their self-reported malevolent character traits. In the first analysis, we quantified the self-descriptive words to represent the semantic meaning of each malevolent character trait using the Latent Semantic Algorithm. These semantic representations of malevolent character where then used to predict the self-reported scores of the Dark Triad. The second set of analyses were word-frequency analyses that mapped the self-descriptive words to individuals’ self-reported malevolent character traits scores (i.e., one-dimension analysis; from Garcia and Sikström, Encyclopedia of personality and individual differences, Springer, 2019) and profiles (i.e., three-dimensional analysis; from Garcia et al., Frontiers in Psychology, 11, 16, 2020). The self-reported narcissism score was uniquely predicted by the semantic representations of narcissism. This was similarly for the self-reported psychopathy score; but not for the self-reported Machiavellianism score, which was predicted by all three semantic representations of the Dark Triad traits. At the one-dimension level, the word “sarcastic” differentiated individuals with Machiavellian tendencies, “mean” was indicative of high psychopathy and finally narcissistic tendencies were differentiated by self-descriptive words such as “leader” and “outgoing”. People low in Machiavellianism and psychopathy were both unified by self-presentations such as “kind” and “caring”, whereas people low in narcissism indicated by self-descriptions such as “shy” or “introvert”. At the three-dimensional level, profiles gave more nuanced findings suggesting specific keywords that unify or that make the dark traits unique. Hence, we suggest that self-descriptive words, alongside the computational methods and the profiling approach used here, may complement traditional methods for the identification of a person’s dark identity, which seems to be an explicit and aware part of the self.
(Less)
- author
- Garcia, Danilo
; Rosenberg, Patricia
and Sikström, Sverker
LU
- organization
- publishing date
- 2020
- type
- Chapter in Book/Report/Conference proceeding
- publication status
- published
- subject
- keywords
- Dark triad, Latent semantic algorithm, Machiavellianism, Malevolent character, Narcissism, Psycholexical hypothesis, Psychopathy, Quantitative semantics
- host publication
- Statistical Semantics : Methods and Applications - Methods and Applications
- pages
- 22 pages
- publisher
- Springer International Publishing
- external identifiers
-
- scopus:85079043143
- ISBN
- 9783030372507
- 9783030372491
- DOI
- 10.1007/978-3-030-37250-7_9
- language
- English
- LU publication?
- yes
- id
- 0d017c52-c589-481b-9c5f-36d9bceef9e5
- date added to LUP
- 2021-01-07 13:15:43
- date last changed
- 2024-04-17 22:31:49
@inbook{0d017c52-c589-481b-9c5f-36d9bceef9e5,
abstract = {{<p>Peoples’ tendencies to be manipulative, opportunistic, selfish, callous, amoral, and self-centered (i.e., an outlook of separateness; Cloninger, Feeling good: The science of well-being, Oxford University Press, 2004; Southern Medical Journal, 100, 740-743, 2007; Mens Sana Monographs, 11, 16-24, 2013) are reflected in individual differences in three dark traits: Machiavellianism, narcissism, and psychopathy (Paulhus and Williams, Journal of Research in Personality, 36, 556-563, 2002). At a general level, individuals who express any of these dark traits also express uncooperativeness as one common aspect of their vicious character. In addition, people who express different levels of each of these malevolent traits, also express different levels of extraversion, conscientiousness, neuroticism and other personality tendencies. However, these associations are inconsistent across studies. What is even more, besides temperament and character traits, the concept of the self and a person’s identity is also expressed when individuals intentionally describe themselves; some might describe themselves as talkative, others as shy, goal-directed, manipulative, kind, loving, and etcetera. The question is, if the words people use to describe themselves express their malevolent character? In other words, is the meaning of these words related to their dark tendencies? Our aim was to find a clearer distinction between people’s dark tendencies by investigating the relationship between how people intentionally describe themselves and their self-reported malevolent character traits. In the first analysis, we quantified the self-descriptive words to represent the semantic meaning of each malevolent character trait using the Latent Semantic Algorithm. These semantic representations of malevolent character where then used to predict the self-reported scores of the Dark Triad. The second set of analyses were word-frequency analyses that mapped the self-descriptive words to individuals’ self-reported malevolent character traits scores (i.e., one-dimension analysis; from Garcia and Sikström, Encyclopedia of personality and individual differences, Springer, 2019) and profiles (i.e., three-dimensional analysis; from Garcia et al., Frontiers in Psychology, 11, 16, 2020). The self-reported narcissism score was uniquely predicted by the semantic representations of narcissism. This was similarly for the self-reported psychopathy score; but not for the self-reported Machiavellianism score, which was predicted by all three semantic representations of the Dark Triad traits. At the one-dimension level, the word “sarcastic” differentiated individuals with Machiavellian tendencies, “mean” was indicative of high psychopathy and finally narcissistic tendencies were differentiated by self-descriptive words such as “leader” and “outgoing”. People low in Machiavellianism and psychopathy were both unified by self-presentations such as “kind” and “caring”, whereas people low in narcissism indicated by self-descriptions such as “shy” or “introvert”. At the three-dimensional level, profiles gave more nuanced findings suggesting specific keywords that unify or that make the dark traits unique. Hence, we suggest that self-descriptive words, alongside the computational methods and the profiling approach used here, may complement traditional methods for the identification of a person’s dark identity, which seems to be an explicit and aware part of the self.</p>}},
author = {{Garcia, Danilo and Rosenberg, Patricia and Sikström, Sverker}},
booktitle = {{Statistical Semantics : Methods and Applications}},
isbn = {{9783030372507}},
keywords = {{Dark triad; Latent semantic algorithm; Machiavellianism; Malevolent character; Narcissism; Psycholexical hypothesis; Psychopathy; Quantitative semantics}},
language = {{eng}},
pages = {{143--164}},
publisher = {{Springer International Publishing}},
title = {{Dark identity : Distinction between malevolent character traits through self-descriptive language}},
url = {{http://dx.doi.org/10.1007/978-3-030-37250-7_9}},
doi = {{10.1007/978-3-030-37250-7_9}},
year = {{2020}},
}