The doctor’s stethoscope slipped from her grasp, bouncing off the examining table with a hollow thud. Clara stared at the phone screen, her mouth agape. The message: “Can’t wait to see you tonight.” had been sent to… *her husband's father*! Her world tilted on its axis.

Her hands clenched into fists. She felt a surge of heat rush through her. The words swam before her eyes. That text was meant for her… lover. She'd been so careful. So meticulous.

She felt a wave of dizziness wash over her. She stumbled back, needing air. Her husband’s father! The implications, the potential for ruin, were overwhelming.

She felt a tremor run through her body. Her secret, her lie, had been exposed in the most catastrophic way. Her life, her career, her marriage… all of it seemed to be crumbling.

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