The grand opening reception crackled with the forced energy of champagne flutes and forced smiles. Inside, the curated collection of his digital art was on display. He had never agreed to any of it. He felt the blood drain from his face. His carefully constructed privacy, the shield he'd built around his life, lay shattered.

His pulse accelerated, a furious tattoo against his ribs. He felt a sudden, desperate urge to flee, to disappear into the anonymity of the city. He made his way to the bathroom, leaned against the cool tile, and took several deep breaths.

He didn't trust his hands, they trembled so.

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