The blinking cursor on the screen mocked him. He was supposed to be working, but the headline in the online newspaper had completely ruined his concentration. “The Grilled Cheese Shack to Close After 20 Years.” A sharp pain, like a cramp, seized his gut.

He clicked the link, his mouse a blur. He re-read the article three times, each time feeling more disoriented. The comfortable chaos of the Shack, the smell of melted cheese, the kind owner, the easy routine - it was a given. His dependable, comfortable space.

He swiveled in his chair, suddenly unable to sit still. He felt a sudden urge to get up and walk, to put physical distance between himself and this devastating information.

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