The ornate clock in the library ticked with an unnerving precision, each tick a hammer blow against Elias’s skull. His sister, Iris, sat opposite him, her face a mask of practiced calm, her hands clasped neatly in her lap. He felt his own fingers twitching.

The solicitor, a man of glacial composure, was explaining the terms of their grandfather's will. Elias knew, with a certainty that settled like a stone in his stomach, that something was terribly wrong.

“To Iris, the family home and all its contents,” the solicitor stated, his voice devoid of emotion. He turned his gaze to Elias. “And to you, Mr. Elias, the complete and utter responsibility for the family debts.” Elias felt the world tilting.

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