The email arrived at 3:00 am. No subject line. Just a short message from Detective Miller: “Resigned. Effective immediately. Contact HR for any outstanding questions.” Maria reread the terse sentence, her heart hammering against her ribs. Miller had been her rock, the one person in the precinct who understood her, who trusted her gut instincts.

She sat bolt upright in bed, the digital clock flashing relentlessly. Sleep was impossible. She threw back the covers, her skin prickling with cold. The familiar weight of the pistol on her bedside table offered no comfort. Every case they had worked together, every solved mystery, suddenly felt incomplete, unmoored. She felt like she was standing at a cliff's edge, utterly alone.

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