The silence of the house pressed in on Clara. A thin sheen of sweat coated her brow. Her brother, James, was already busy taking inventory, his face impassive. She felt a strange tingling sensation, a prickling under her skin. She had to *do* something. Anything.

"Look at this," she blurted out, her voice higher than usual, pointing towards a framed painting of a woman in a long dress. She walked closer, her fingers tracing the frame.

He grunted in acknowledgement.

She moved from room to room, opening drawers, peeking into cupboards, a whirlwind of restless energy. Every object, every piece of furniture, seemed to spark a new idea, a new desire to rearrange, to redecorate, to transform the house into something… new. She picked up a candlestick, turning it over and over in her hands, her heart pounding in her chest.

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