A tremor ran through Liam’s hands as he stared at the selection. He’d visualized this moment for years: the jersey, the roar of the crowd, the camaraderie. Now, it felt like a dream shattering. His chest felt constricted, as if a weight was pressing down. He swallowed hard, the lump in his throat refusing to budge. He wanted to approach Coach Miller, to demand an explanation, but his feet felt rooted to the spot. The other players, already celebrating, looked like figures in a hazy, distant painting.

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