The coffee cup trembled in Leo’s hand, the lukewarm liquid sloshing dangerously close to the rim. He reread the email, the words blurring before his eyes. Another rejection. The automated home chef, designed to perfectly cater to individual dietary needs, was already on the market. A cold sweat slicked his palms, and his breath hitched in his chest. He felt an intense need to *do* something, anything. He began to hum a frantic, off-key tune, tapping his foot against the linoleum floor. The desire for a cigarette surged within him.

Emotion: stimulated

Cluster: Alertness
PC1 (Valence): 0.38 Positive
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion stimulated. 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 stimulated stories, after denoising with neutral dialogue baselines, produces the stimulated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
own0.317
T0.312
intensity0.280
S0.271
inesis0.265
Suppressed:
a-0.640
l-0.434
la-0.392
que-0.378
fact-0.354