From Tone to Trajectory: Continuous Sentiment and the Shape of Monetary Policy Communication
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Abstract (arXiv)
Central bank press conferences are not merely information releases --- they are structured narratives. We study whether the shape of sentiment within a statement, not just its average tone, carries policy-relevant signals. Constructing sentiment arcs for ECB and Fed press conferences along three dimensions --- monetary stance, economic outlook, and uncertainty --- we assess their predictive content for policy rate changes, inflation expectations, and forecaster disagreement. Our findings show that arc shape robustly predicts rate decisions beyond lexicon-based benchmarks at both institutions --- it is not merely whether a statement sounds hawkish or economically optimistic on average, but how these sentiments are sequenced and emphasized across the statement, that carries the policy signal. Arc features also shape how professional forecasters update inflation expectations and how much they disagree, pointing to a receiver-side effect distinct from the direct policy signal. These findings suggest that communication design --- the sequencing and emphasis of policy language across a statement --- is a first-order feature of the policy signal, not a second-order refinement.
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References · 5
- 2023The Linear Representation Hypothesis and the Geometry of Large Language Modelscited by 716
- 2023Trillion Dollar Words: A New Financial Dataset, Task & Market Analysiscited by 75
- 2016The emotional arcs of stories are dominated by six basic shapescited by 71
- 2025Llama-Embed-Nemotron-8B: A Universal Text Embedding Model for Multilingual and Cross-Lingual Taskscited by 51
- 2025Continuous sentiment scores for literary and multilingual contextscited by 1
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