The email arrived mid-afternoon. “Congratulations, your essay will be used as a sample…”. The words blurred. His palms were sweaty. He felt a need to *move*, to *do*. He rose from his chair and began walking, the house feeling too small, too confining.

He ended up at the local coffee shop, ordering an espresso. He then bought two more espresso. He sat by the window, watching the passersby, the world suddenly so full of possibility. The aroma of coffee filled his nostrils, and he felt a compulsion to chat with strangers and exchange ideas.

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