The restaurant owner’s voice, cold and distant, cut through the quiet. "We need to talk," he said. He gestured towards the office. Liam followed, his legs feeling heavy and leaden.

Inside, the review lay open on the desk, the words a physical weight. The critic had trashed his new tasting menu, calling it pretentious and overpriced. He felt a chilling sensation spreading through him.

He attempted to articulate a defense, but the words caught in his throat. He struggled to maintain eye contact with the owner, the fear of losing everything clawing at his insides.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309