The flyer, slipped under the door, was almost innocuous. "Fence Installation - Beginning Next Week." But as he read it, a sense of foreboding settled over him. He felt suddenly trapped, hemmed in. He pictured the fence, a barrier, a physical embodiment of their unspoken disagreement.

He began to sweat, the air suddenly feeling thick and heavy. He sat down heavily, the flyer crumpled in his hand. What had he done wrong? Why were they doing this? He needed to escape, to breathe. He threw open the front door, seeking fresh air.

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