He’d always loved collecting stamps. The musty scent of old paper and the thrill of the hunt had been his solace. Now, his son, Leo, poured over the same albums, his face illuminated by the same passion that had once consumed him. The collection, once a sanctuary, felt like a cage.

Leo called out from the dining room, his voice hushed and excited, "Dad! Look at this misprint! It's worth a fortune!" The boy's face was flushed with exhilaration.

He hesitated at the doorway. Each stamp, each tiny image, represented hours, days, years dedicated to a solitary pursuit. He felt a deep, unfamiliar chill. What would happen when Leo took over? He couldn't shake the feeling of something shifting, out of his control.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314