The room seemed to shrink, the walls closing in. The weight of the words hung heavy, crushing him. James felt a tremor in his hands, a sudden, urgent need to move. He had to be doing something or he would be unable to breathe. He felt like a caged animal.

He immediately went to work. He began a cleaning spree, scrubbing, polishing, organizing. He wanted to feel some semblance of control. The physical exertion was a welcome distraction, a way to channel the chaotic energy that threatened to consume 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