Eliza slammed the newspaper onto the cutting board, the impact rattling the knives. A cold sweat slicked her palms. Her stomach churned. The critic’s words, venomous and precise, echoed in her mind. “Bland… underseasoned… disappointing.” Her meticulously planned evening service, the culmination of weeks of preparation, seemed to unravel before her eyes. She ran a hand through her hair, tugging at the strands, a frustrated gesture she hadn’t employed in years. "This can't be happening," she muttered, her voice strained.

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