"Damn," muttered Sarah, the word barely audible as she stared at the wallet, a fat, brown thing lying at her feet. She'd been so preoccupied with the loose shoelace on her heel. The bills within were almost too numerous to count. Each individual note felt threatening, like a burden.

She looked around. The park was almost deserted, the late afternoon light casting long, lonely shadows. Her fingers twitched. She pictured handing it to the authorities, the paperwork, the questions, the endless waiting. The thought brought with it a suffocating feeling, like a cloth held over her face.

Her breath came in shallow, shaky gasps. Her eyes darted around, taking in every detail of the scene. The rustle of leaves in the trees sounded menacingly loud. With a sudden movement, she grabbed the wallet and jammed it into her backpack, the action hasty and instinctive.

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