The emergency light cast a harsh, unflattering glow. Sarah felt her pulse pound in her ears. She hadn't expected it. She knew this was dangerous.

Across from her, John was leaning against the wall, but he was barely standing. The space felt tiny. He started to laugh, a slightly manic sound that filled the box.

“Well, this is a fine mess, isn’t it?” John asked, his voice high-pitched. He ran his hand over his chin.

She had to focus on the reality of the situation. She opened her mouth to tell him to calm down, but the words wouldn’t come. Her heart hammered against her ribs.

John slowly walked toward her, his movements erratic and quick. The air crackled with a strange 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