The afternoon sun, which had been so pleasant just moments before, now seemed to glare, mocking him. He reread the polite, impersonal words of the rejection letter, and his stomach twisted into a painful knot.

He felt a tightness in his chest. His breathing became shallow and rapid. He ran a hand through his hair, mussing it. The room seemed smaller, the walls closing in. He felt trapped.

He jumped to his feet, pacing the cramped apartment. He needed to move, to do something, anything, to distract himself from the crushing weight of disappointment.

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