“What the…” stammered Emily, her voice thin. The wallet lay open on the park bench. Money cascaded from its depths, reflecting the evening sunlight. Her hands trembled as she gathered the scattered bills.

Her mind raced. She imagined headlines, police reports, all pointing back to her. A shiver ran through her, despite the warmth of the day. A wave of dizziness washed over her.

She looked around, her eyes flitting from person to person. Their faces seemed to blur, taking on an ominous quality. She scrambled to collect the cash, her movements frantic. She needed to disappear.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. 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 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217