The news arrived in a fleeting text message, the words barely registering before the world started to spin. *Scholarship Awarded: Javier Rodriguez.* Her heart felt like it had dropped into her stomach. Her apartment, usually a haven of calm, suddenly felt stifling. She needed air.

She bolted from the room, grabbing her coat and keys in a frantic scramble. The city, usually a source of energy, now seemed to press in on her, a menacing, suffocating presence. She walked faster, a desperate attempt to outrun the creeping dread that was consuming her. Her gaze kept darting around, as though expecting someone to jump out and tell her it was a joke.

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