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Negation mitigates rather than inverts the neural representations of adjectives

Title: Negation mitigates rather than inverts the neural representations of adjectives
Authors: Zuanazzi, Arianna; Ripollés, Pablo; Lin, Wy Ming; Gwilliams, Laura; King, Jean-Rémi; Poeppel, David
Contributors: Martin, Andrea E.; Leon Levy Foundation; Horizon 2020; Fondation Bettencourt Schueller; Philippe Foundation; FrontCog grant; National Science Foundation; Ernst Struengmann Foundation
Source: PLOS Biology ; volume 22, issue 5, page e3002622 ; ISSN 1545-7885
Publisher Information: Public Library of Science (PLoS)
Publication Year: 2024
Collection: PLOS Publications (via CrossRef)
Description: Combinatoric linguistic operations underpin human language processes, but how meaning is composed and refined in the mind of the reader is not well understood. We address this puzzle by exploiting the ubiquitous function of negation. We track the online effects of negation (“not”) and intensifiers (“really”) on the representation of scalar adjectives (e.g., “good”) in parametrically designed behavioral and neurophysiological (MEG) experiments. The behavioral data show that participants first interpret negated adjectives as affirmative and later modify their interpretation towards, but never exactly as, the opposite meaning. Decoding analyses of neural activity further reveal significant above chance decoding accuracy for negated adjectives within 600 ms from adjective onset, suggesting that negation does not invert the representation of adjectives (i.e., “not bad” represented as “good”); furthermore, decoding accuracy for negated adjectives is found to be significantly lower than that for affirmative adjectives. Overall, these results suggest that negation mitigates rather than inverts the neural representations of adjectives. This putative suppression mechanism of negation is supported by increased synchronization of beta-band neural activity in sensorimotor areas. The analysis of negation provides a steppingstone to understand how the human brain represents changes of meaning over time.
Document Type: article in journal/newspaper
Language: English
DOI: 10.1371/journal.pbio.3002622
Availability: https://doi.org/10.1371/journal.pbio.3002622; https://dx.plos.org/10.1371/journal.pbio.3002622
Rights: http://creativecommons.org/licenses/by/4.0/
Accession Number: edsbas.BD2A66CE
Database: BASE