The afternoon sun cast long shadows across the living room as Daniel stared at the box. He’d just moved into this apartment. He knew nothing about the previous tenant. He knew nothing about why this package had arrived.

He picked up the box, his fingers finding purchase on the thick, rough cardboard. He tested its weight, its dimensions. It was light. It felt wrong. He looked at the door. He was going to turn around and leave.

He considered going out to the store. He needed something, anything. Then he noticed the faint scent of something unpleasant emanating from the box. He couldn't go anywhere.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
λ§ˆλ‹€0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293