Detective Harding’s jaw tightened. A single, intricately carved wooden bird rested on the worn, wooden surface of his desk. He recognised the signature craftsmanship, a style that had only ever been taught at one high school, the one he once taught at. His pulse quickened. The gift itself wasn't inherently threatening, but the circumstances were.

He spun slowly in his chair, his eyes scanning the precinct's deserted bullpen. The metallic smell of the empty room was usually comforting, but tonight, it felt like the prelude to something unpleasant. The bird’s beady eyes seemed to fixate on him.

"Damn it," he hissed under his breath, reaching for the phone, his fingers clumsy. His gut churned with a sense of foreboding. He knew who it was. He just knew it.

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