The email sat there, a malevolent little rectangle in her inbox. Amelia stared at it, the cursor blinking mockingly on the line that read, “We regret to inform you…” Her breath hitched. She felt a strange buzzing behind her eyes, a sensation like the world was slowly losing its color. The cozy, sun-drenched study, usually her sanctuary, suddenly felt stifling. She reached for her coffee, but her hand fumbled, and the mug clattered against the desk, sloshing lukewarm liquid over the manuscript’s cover.

Emotion: dumbstruck

Cluster: Surprise / Confusion
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.71

Role in Research

This story is one of 1,000 stories generated for the emotion dumbstruck. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 dumbstruck stories, after denoising with neutral dialogue baselines, produces the dumbstruck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dumbstruck vector is projected through the unembedding matrix.

Promoted:
будто0.326
не0.285
😶0.275
仿佛0.267
依旧0.258
Suppressed:
enthusi-0.278
la-0.264
K-0.260
wholeheartedly-0.255
-0.254