The words on the screen blurred, the rejection letter an amorphous blob of disappointment. He slammed the laptop shut, the click a sharp punctuation mark to his shattered dreams. A current ran through him, a mixture of anger and something else, something electrifying.

He surged to his feet, unable to stay still. His apartment, once a sanctuary, now felt like a cage. He grabbed his keys, yanking open the door. The familiar scent of the outside world, the distant rumble of traffic, the slight breeze – everything was amplified, intensified.

He walked quickly, his boots pounding against the pavement. He didn’t know where he was going, only that he needed to move, to expend the excess energy coursing through him. He found himself running, his breath coming in ragged gasps, his vision narrowing.

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