He stared at the invitation, his chest tight. A memory, unbidden, surfaced of a crush from his youth. The thought made him tense and brought a flush to his cheeks. He felt restless, but also exhilarated. Like a dam had broken, and something long-dormant was now racing forth.

He needed to change something. Anything. He marched to his closet and began pulling out clothes, discarding shirts, pants, and ties. He wanted a new look, something that would turn heads. He needed to reinvent himself.

He considered going to the gym. No, too predictable. He needed something more… drastic. He would dye his hair a vibrant red. He would stand out.

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