The sun was warm on David’s face as he trimmed the hedges. Then the world exploded with a sound that sounded like everything had broken at once. He dropped the clippers. His body stiffened, his muscles contracting involuntarily.

His neighbor's ancient elm, a sentinel that had stood for a century, had decided to embrace the earth. It sprawled across their shared fence, crushing the shed on Mr. Thompson's property. The implications swirled in David’s mind.

He knew that the shed was expensive. He could already imagine the heated exchange. His hands began to sweat. He slowly approached the fence, his feet feeling heavy, his stomach churning with an acidic sensation.

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