The email arrived during her shift at the coffee shop. Evelyn dropped the steaming latte she was making, splattering hot coffee across the counter. The barista beside her yelped. She didn’t apologize. She just stared at the screen, her eyes wide.

The usual cheerful music playing in the background suddenly sounded grating. The aroma of coffee, usually so inviting, now made her feel nauseous.

She felt a strange sensation, like a black hole opening up in her chest. She needed to get out.

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