Clara felt a sudden, inexplicable urge to scrub the kitchen floor. The grout, a dirty grey, was a blemish on the otherwise pristine room. The police report, the details of the crime, the missing evidence—everything swirled in her mind. She felt a lightness in her limbs. She wanted to *act*. She wanted control.

She dropped to her knees, scrubbing furiously. Each pass of the brush, each movement of her body, felt oddly satisfying. The water ran cold, but she didn’t notice. The floor began to gleam. She kept going, determined, until the floor shimmered in the afternoon light. She stood up and gazed at the perfect floor.

The need to move, to do something, surged through her again.

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