It was the construction next door. The rhythmic hammering, the grinding of metal, had started early. The noise had always been a nuisance, but today, it was unbearable.

He threw back the covers, his heart hammering in his chest. He paced his bedroom, his hands clashed behind his back. He felt a powerful impulse to yell. To scream.

He clenched his fists, forcing himself to breathe. He stared out the window at the construction site, the source of his torment. He had to be calm. But he couldn't. It was not going to stop.

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