The news blared from the automated voice on the university’s website. He listened, his face a mask of carefully controlled stillness. But inside, his system was rebooting. A deep, powerful energy coursed through him, making his skin prickle. He felt a sudden, inexplicable urge to do *something* physical.

He abruptly stood, pushing back from his desk with enough force to send his chair skidding across the wooden floor. He needed to get out, to escape the confines of his room, the oppressive weight of the moment. He moved and decided to go to the gym.

He focused on the weights, the burning of muscles. He pushed until he could barely breathe. He needed to be *tired*, to exhaust himself, to push the feelings down. Only then would he find some semblance of peace.

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