The scent of stale cigarettes and dust filled Maya's nostrils, making her head swim. This couldn't be happening. She recognised the intricate filigree work instantly. Her grandmother’s ring. How had it gotten here? It had disappeared, mysteriously, after the funeral. She bit down on her lip, a dull ache blooming in her jaw.

“That’s a nice piece, ain’t it?” The shop owner's oily voice invaded her thoughts. He was leaning closer, a smile playing on his lips. Maya’s heart hammered against her ribs, a frantic drumbeat.

“I… I think I know the person who owned that,” she stammered, feeling a hot flush creep up her neck. Her hands clenched into fists, nails digging into her palms.

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