The world tilted. He read and reread the comparison, his head feeling light and dizzy. The evidence was irrefutable. His story, the one he'd poured his heart into, the one that meant everything to him, had been stolen. He was suddenly aware of the rapid thrum of his pulse in his ears.

He went to the window, needing air, but the city outside blurred into an indistinct mess of gray. His throat was dry. He swallowed, struggling to get moisture in. He felt a sudden, powerful urge to scream, to lash out, but the words wouldn't come.

He slumped against the wall, his knees weak. The air in the room felt heavy, thick, suffocating. He felt as though he was drowning in a sea 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