The world had shifted on its axis, it seemed. The usual afternoon sounds were replaced by a deafening silence. The massive old oak tree next door, now cleaved in half, lay across the side of her own house.

Mary stared, unable to form a coherent thought. Her breath caught in her throat. She slowly brought a hand to her mouth.

The details of the damage began to register, each new detail intensifying the discomfort. The realization of the weeks, maybe even months, of chaos to come… the feeling was overwhelming. She just stood there, paralyzed, the image of the ruined house burning itself into her memory.

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