The email sat in the inbox, stark and unwelcome. Sarah’s fingers, which had been tapping a frantic rhythm on the desk, stilled. The words blurred momentarily, the screen swimming before her eyes. She blinked, once, twice, and then reread the subject line. “Scholarship Application Update.” The blood seemed to drain from her face, leaving her feeling hollow.

A wave of dizziness washed over her. She gripped the edge of the desk, knuckles white, the worn wood suddenly the only thing grounding her. Her breath hitched. The carefully crafted plans, the dreams meticulously constructed around this financial lifeline, threatened to unravel.

"No," she whispered, the sound barely audible. She reached out a trembling hand and clicked the mouse, opening the email. The formal language of rejection seemed to mock her.

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