The rusted metal box, half-buried in the overgrown rose bushes, glinted in the late afternoon sun. Sarah stared at it, a knot tightening in her stomach. Her hands were clammy as she brushed away the dirt. Why was this here? She didn't plant roses, she barely kept the lawn mowed. A tremor ran through her, leaving her suddenly cold. She should leave it. Just walk away. But her feet remained rooted to the spot.

Carefully, she lifted the lid. Inside, nestled amongst yellowed newspaper, was a photograph. A younger version of herself, smiling widely, held a scruffy terrier. A wave of dizziness washed over her. She gripped the edge of the box for support. The dog, she realized, was the same one she had as a child. A dog that had died when she was… ten? The implications sent a chill down her spine.

A small, velvet pouch lay beside the photograph. She fumbled with the drawstring, her fingers clumsy. Inside, was a single, tarnished silver charm bracelet. Each charm was familiar, each a tiny memento of a childhood she couldn't quite grasp. She felt a strange disorientation, a disconnect between the present and a past she couldn’t place.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290