The old house felt hollow, the silence amplified by the sudden thumping of Clara's heart. Her fingers shook as she unfolded the crinkled sheet of paper. Her mother's handwriting, bold and unapologetic, stared back at her. *Take a pottery class*. Clara felt her palms grow slick.

She'd known her mother craved adventure, but these specific desires, now laid bare, were like a blow to the gut. The second item was even worse: *Write a novel*. Clara felt a dizzying sensation, like the world was tilting. The third item, scrawled at the very bottom, made her physically recoil: *Climb Mount Kilimanjaro.*

Clara choked back a sob, the air suddenly thick and hard to swallow. The house seemed to press in on her, the walls closing in. She dropped the list, as if it was on fire.

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