Repository logo

Infoscience

  • English
  • French
Log In
Logo EPFL, École polytechnique fédérale de Lausanne

Infoscience

  • English
  • French
Log In
  1. Home
  2. Academic and Research Output
  3. Journal articles
  4. Natural language analysis of the structure of altered states of consciousness
 
research article

Natural language analysis of the structure of altered states of consciousness

Dikovskaya, Daria
•
Desikan, Bhargav Srinivasa  
•
Frohlich, Joel
Show more
May 19, 2025
Journal of Psychedelic Studies

Background and aims

Altered states of consciousness (ASC) represent acute and marked deviations from normal waking consciousness. Investigations into ASC are significant to problems in medicine, science, and philosophy, including the structure of conscious experience. Here, we conducted a preliminary investigation into the structure of ASC while addressing the role of psychedelics, which purportedly manifest features of mind. Methods

We performed quantitative and qualitative analyses of 300 narrative reports across 12 ASC induction methods: meditation, float tank, psilocybin, lysergic acid diethylamide (LSD), N,N-dimethyltryptamine (DMT), 5-methoxy-N,N-DMT (5-MeO-DMT), ketamine, salvia, 3,4-methyl​enedioxy​methamphetamine (MDMA), cannabis, datura, and diphenhydramine (DPH). We hypothesized that reports from the psychedelics (serotonin 5-HT2A receptor agonists) would contain similar content with non-pharmacological induction methods, alongside greater positive sentiment and reported authenticity relative to reports from other substances. Results

In quantitative analysis, most psychedelics, except LSD, as well as salvia and ketamine, shared similar content with non-pharmacological methods. In qualitative analysis, most psychedelics, except LSD, were deemed both positive and authentic, with authenticity predicting positive sentiment across the 12 ASC induction methods (R = 0.68; p = 0.015). We uncovered latent themes charting a trajectory of ASC from baseline to metaphysical experience, incorporating text-to-image generative artificial intelligence to illustrate underlying phenomenological structure. Conclusions

Our findings suggest that reproducible structural observations may be externally validated across methods to support a “mind-manifesting” characterization for some ASC induction methods, such as salvia, ketamine, or 5-MeO-DMT, but not for others, such as LSD, datura, or DPH, together informing future studies of psychedelics, ASC, and structuralism.

  • Files
  • Details
  • Metrics
Type
research article
DOI
10.1556/2054.2025.00441
Author(s)
Dikovskaya, Daria

Imperial College London

Desikan, Bhargav Srinivasa  

École Polytechnique Fédérale de Lausanne

Frohlich, Joel

University of Tübingen

Hossain, N.F.

University of Calgary

Panariello,

William & Mary

Johnson, Luke

University of Chicago

Murray, Conor H.

University of Chicago

Date Issued

2025-05-19

Publisher

Akademiai Kiado Zrt.

Published in
Journal of Psychedelic Studies
Subjects

psychedelics

•

hallucinogens

•

altered states of consciousness

•

phenomenology

•

structuralism

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
DLAB  
Available on Infoscience
May 21, 2025
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/250341
Logo EPFL, École polytechnique fédérale de Lausanne
  • Contact
  • infoscience@epfl.ch

  • Follow us on Facebook
  • Follow us on Instagram
  • Follow us on LinkedIn
  • Follow us on X
  • Follow us on Youtube
AccessibilityLegal noticePrivacy policyCookie settingsEnd User AgreementGet helpFeedback

Infoscience is a service managed and provided by the Library and IT Services of EPFL. © EPFL, tous droits réservés