PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
June 4, 20260 citationsOpen Access

Transatlantic Emotions: an emotional perspective on alliance burden sharing

View Full Paper
HWH T WangUniversity of Chicago

Key Points

  • This research questions how emotions in U.S. presidential speeches impact NATO allies' defense spending since the Cold War.
  • Scraped 8,137 speeches from the American Presidency Project.
  • Utilized a Python program to extract and quantify six emotions using DistilBERT.
  • Tested hypotheses on a country-year level panel dataset.
  • Anger, fear, and sadness significantly influence NATO allies' defense spending behavior.
  • Conclusions are limited by the capabilities of the chosen language model.
  • Specific hypotheses about the impact of each emotion on spending behavior were developed.

Abstract

Emotion is incredibly important in international relations because it conveys a lot of information in diplomatic exchanges. However, emotion in international relations has not been extensively studied, despite recent progress in scholarship. In this article, emotion is examined in the context of security cooperation, using NATO as example. The research question is: how do emotions in U.S. presidential speeches affect NATO allies defense spending behavior in the post Cold War period? I scraped 8,137 speeches from the American Presidency Project and wrote a Python program that extracts and quantifies 6 different emotions from these speeches using DistilBERT. I developed a hypothesis for each of the emotions and tested them using a country-year level panel dataset. Based on these hypotheses, anger, fear, and sadness are more significant in influencing NATO allies defense spending behavior than others, but this conclusion is also limited by the capabilities and capacities of the large language model I chose in this paper. Despite this, this paper still make several contributions to the literature, especially the specific hypotheses about each emotion.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

H T Wang (2026) studied this question.

synapsesocial.com/papers/6a21171dd499ed480b170081https://doi.org/10.6082/90xar-qex20
Ask AI
Helpful
Bookmark
Share
View Full Paper