"Oh, Jesus," whispered Chloe, her voice barely a breath. The wallet felt hot, burning in her hands. The crisp bills inside were a stark contrast to the grime of the street. Everything in her field of vision seemed to tilt.

Her gaze swung wildly from side to side. The noise of the city, the horns, the distant sirens, all seemed amplified, creating a cacophony that grated on her nerves. She felt a wave of nausea, a cold dread creeping through her veins.

She imagined the owner coming back, searching, panicked. The thought caused her to flinch. She shoved the wallet deep into her purse, her fingers fumbling with the clasp. She took a deep breath, fighting to regain some semblance of control.

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