The email sat in the inbox, a digital serpent that had delivered the fatal bite. He felt his jaw clench, his teeth grinding together in a silent fury. A potent force seemed to course through him, tightening his muscles and quickening his pulse.

He wanted to scream, to smash something, to explode in a torrent of frustration. Instead, he forced himself to breathe, to count to ten. It was useless. The building sensation grew.

He grabbed the nearest object, a heavy ceramic paperweight. He hurled it against the wall with all his might. The sound of the shattering ceramic provided a momentary satisfaction, but the feeling remained, a restless energy that needed an outlet.

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