The scent of lavender, usually so calming, now filled Clara with a sense of unease. Across the living room, a woman named Sarah was admiring the painting hanging above the fireplace. "David really has a great eye for art, doesn't he?" Sarah said, a smile on her face. David. He was also the man Clara had been seeing.

Clara felt a knot tighten in her stomach. Her pulse quickened. She subtly scanned the room, looking for an escape route. Her fingers traced the rim of her coffee cup, her knuckles white.

“Yes, he does,” Clara managed, her voice barely a whisper. She forced a smile, but it felt brittle, likely as fake as the situation. The room seemed to be closing in.

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