The room felt suddenly suffocating, the air thick and heavy. Sarah’s father, a staunch Catholic, had just revealed his conversion to Islam. Sarah's hands flew up to cover her mouth. Her heart hammered against her ribs, a frantic drumbeat against the silence that followed. The words hung in the air, a silent accusation. She couldn't breathe. Her vision swam. She saw her mother’s face, etched with a similar expression of shock and disbelief. A wave of nausea rolled over her. She excused herself abruptly, needing to escape the confines of the living room, to find some air, some space to think.

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