The house seemed to shrink around her, the familiar sounds—the ticking clock, the distant television—magnifying. She felt a persistent itch under her skin, a need to *break out*.

She opened the closet, pulling out clothes, her hands clumsy and over-eager. She tried on different outfits, quickly discarding each one. She needed something that matched the turmoil inside, something to *express* the force that was building.

She grabbed her keys and rushed out the door. The car was her escape, the engine a promise of liberation. The open road was a canvas for her restless energy.

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