Clara felt a restless energy bubbling under her skin. The endless stream of announcements about her flight to Venice, each one pushing back the departure time, was like a physical prod. She tapped her foot so hard that the metal leg of the chair vibrated. Her palms were clammy, and she kept tugging at the collar of her silk shirt.

She imagined the faces of the jurors, the judging panel for the art competition, and the opportunity that was drifting away. The frustration was a knot in her stomach. She needed to see her painting exhibited, finally.

She tried to concentrate, to conjure up the beauty of Venice in her mind's eye. But the vision kept shattering, replaced by images of her competition, already networking, already admired. The thought made her bite her lip until it bled.

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