As Oliver described his desire for a gecko, Claire found herself shrinking into the couch. The idea of a reptile, a cold-blooded creature, residing in their warm home sparked a visceral reaction within her. Her breath became shallow. She imagined the careful temperature regulation, the insect feedings, the unsettling stillness.

She felt the urge to jump up and leave the room, to flee from this terrifying proposition. She forced a smile, but it felt brittle. She leaned back, trying to appear calm, but a cold sweat had started.

“Oliver…” she began, her voice barely a whisper.

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