The news sliced through her like a knife. The scholarship, her key to independence, was a cruel illusion. Her heart pounded in her chest, a frantic drumbeat against the silence of her apartment. She felt a burning sensation behind her eyes, a prelude to tears she refused to shed. She paced her small room, her mind racing, searching for a solution, a way to reclaim what was rightfully hers. She felt a powerful urge to run, to escape, to fight. She ran her hands through her hair and yelled into her pillow.

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