The cookbook, a bestseller. "Martha's Marvelous Marmalade." Evelyn's breath hitched as she flipped through the pages. The pictures, the instructions – it was her recipe, her words, her life’s work. A cold numbness spread through her limbs, rendering her immobile.

Her hands trembled as she clutched the book to her chest. She re-read the introduction, each word a cruel reminder of her loss. She felt a wave of dizziness wash over her, a desperate need to sit down.

She sank into the nearest chair, her gaze fixed on the bright, glossy pages. She felt suffocated, her throat constricted, unable to utter a sound. Every corner of her being was consumed by this betrayal.

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