"Pride and Prejudice," a well-loved copy, became the source of a jolt for Daniel. Inside, wedged between pages detailing a ball, was a tiny, folded note. His hands started to sweat.

The paper felt brittle, fragile. The handwriting was hurried, almost frantic. He read of a secret, a cover-up, and a desperate need for silence. He felt a wave of disquiet wash over him.

He glanced at the bookstore patrons, now seeing them differently. He quickly folded the letter back up and shoved it into his pocket, his knuckles white. He had to decide what to do.

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