The basement, cold and musty, held the echoes of generations. The letter was tucked inside a forgotten book. Her father's resignation. A jolt went through her, like an electric shock.

The words were a revelation. He understood his father better than ever before. She read the accusations, the frustrations, the dreams that had been abandoned. The words made her feel something like electricity in her bones.

Her heart raced. She had to move, to *do*. She ran to the window, the world suddenly bright. A sharp, urgent need to create something, anything, surged through her.

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