He stared at the words, at the polite phrases of refusal. A wave of heat washed over him, followed by a sudden chill. He felt a need to act, to do something, anything to defy the outcome.

He pushed his chair back from the table. Every muscle in his body tightened. He needed to move, to work, to create. The energy pulsed within him, a driving force.

He grabbed a fresh canvas and started painting, furiously, his brushstrokes bold and chaotic. He wanted to paint the feeling, to capture the raw emotion, to make something beautiful from his disappointment.

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