Into the void: validating a LIWC-based index of linguistic expressions of nihilism

Recently, law enforcement agencies have issued public warnings about online nihilistic violent extremist networks, such as ‘764’, that target vulnerable youth on mainstream platforms like Roblox. Using Linguistic Inquiry and Word Count (LIWC), a computerized text-analysis program that quantifies psychologically meaningful patterns in word use, the current study developed and validated a LIWC-based index of linguistic expressions of nihilism. The index combined nine standard LIWC categories that theoretically aligned with contemporary conceptualizations of existential nihilism. A nationally representative sample of US adults (N = 599) recruited through Prolific completed one of two self-narrative writing tasks (past-oriented versus future-oriented), followed by a series of counterbalanced self-report measures assessing existential nihilism endorsement, meaning in life (presence and search), depression, and suicidal ideation. Results indicated that the LIWC-based index showed modest evidence of construct and concurrent validity in relation to self-reported existential nihilism and theoretically relevant constructs. Individuals with the highest endorsement of existential nihilism used significantly more linguistic expressions of nihilism than those with the lowest endorsement. Although validity evidence was modest, these findings provide an initial linguistic measure of nihilism for future research assessing nihilistic language on violent extremist forums and closed or semi-private chat platforms, such as Discord.

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Publication Details

Journal
Behavioral Sciences of Terrorism and Political Aggression
Published
2026-08-14
DOI
https://doi.org/10.1080/19434472.2026.2713487
Primary Topic
Mental Health via Writing
Type
article
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article

Into the void: validating a LIWC-based index of linguistic expressions of nihilism

Amanda Champion
Behavioral Sciences of Terrorism and Political Aggression
Mental Health via Writing
article

Into the void: validating a LIWC-based index of linguistic expressions of nihilism

Amanda Champion
article en

Abstract

Recently, law enforcement agencies have issued public warnings about online nihilistic violent extremist networks, such as ‘764’, that target vulnerable youth on mainstream platforms like Roblox. Using Linguistic Inquiry and Word Count (LIWC), a computerized text-analysis program that quantifies psychologically meaningful patterns in word use, the current study developed and validated a LIWC-based index of linguistic expressions of nihilism. The index combined nine standard LIWC categories that theoretically aligned with contemporary conceptualizations of existential nihilism. A nationally representative sample of US adults (N = 599) recruited through Prolific completed one of two self-narrative writing tasks (past-oriented versus future-oriented), followed by a series of counterbalanced self-report measures assessing existential nihilism endorsement, meaning in life (presence and search), depression, and suicidal ideation. Results indicated that the LIWC-based index showed modest evidence of construct and concurrent validity in relation to self-reported existential nihilism and theoretically relevant constructs. Individuals with the highest endorsement of existential nihilism used significantly more linguistic expressions of nihilism than those with the lowest endorsement. Although validity evidence was modest, these findings provide an initial linguistic measure of nihilism for future research assessing nihilistic language on violent extremist forums and closed or semi-private chat platforms, such as Discord.

Behavioral Sciences of Terrorism and Political Aggression
Simon Fraser University (CA), Kwantlen Polytechnic University (CA)
Openalex Percentile: Top 6%
Mental Health via Writing
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Into the void: validating a LIWC-based index of linguistic expressions of nihilism — Amanda Champion · Behavioral Sciences of Terrorism and Political Aggression (2026) | TGRS Research Map | TGRS