The email arrived like a jolt of electricity. Amelia reread the subject line: "Important Announcement Regarding University Status." Her fingers tapped a frantic rhythm against the worn wooden desk. A laugh, sharp and brittle, escaped her lips. Closing? After everything? She felt a sudden, inexplicable urge to run, to sprint across the quad, to feel the wind whip through her hair. The world seemed suddenly brighter, sharper. She slammed her laptop shut, a sound echoing in the otherwise silent dorm room. Then, without a second thought, she threw on her jacket, a grin plastered on her face, and headed out the door, the concrete beneath her sneakers seeming to vibrate with an untamed energy.

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