The university portal blinked its digital rejection back at Daniel. He stared at the screen, his gaze locked, unblinking. His jaw tightened. An almost imperceptible twitch played at the corner of his mouth. The fluorescent lights of his dorm room seemed suddenly too bright, too intrusive.

He felt a deep, almost physical need to *do* something, to channel the surge of emotion building inside him. He stood up abruptly, knocking his chair over with a loud crash. He ignored it. He threw open the window, gulping in the cold evening air.

He looked out at the campus. Every window held its own story, its own future. The unfairness of it all clenched in his gut. The need to scream rose in his throat, and he swallowed it down. He went out, he had a bike, and he rode.

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