The envelope sat on the mantelpiece, a stark white rectangle mocking her. She avoided looking at it for days, but it always seemed to be watching her. Finally, she picked it up, her fingers numb.

A tremor ran through her as she unfolded the card. "Speech requested." She felt a sudden need to check her pulse, pressing her fingers to her neck. It was racing. The thought of all those people, all those eyes, the pressure... it was too much.

She retreated to the bathroom, splashing cold water on her face. The mirror reflected a stranger, a woman with wide, frightened eyes. She needed to cancel, to somehow 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