“No…no, no, no,” David mumbled, his voice barely a whisper. His fingers drummed a rapid tattoo against the table. His mind raced, his thoughts jumping from one panicked idea to the next. But beneath the panic, he felt something else, a strange, electric buzz that coursed through his veins. He stood, his chair clattering to the floor. He paced the small office, his breath coming in ragged gasps. He needed to move, to expend this energy, to act. He grabbed his keys and rushed outside, the fresh air hitting his face like a slap.

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