"Did you find something, Dad?" His daughter's voice was bright, full of innocent curiosity. He ignored her question, trying to regain his composure. He stared at the time capsule, its rusty surface reflecting the setting sun. He was unsteady on his feet. The unearthing felt intrusive.

He forced himself to open it. Inside, was a single object: a worn, leather-bound sketchbook. He flipped through the pages, his fingers tracing the faint pencil sketches. Landscapes, portraits, scenes from a life he didn't recognize. A life that seemed both familiar and utterly foreign. He felt a cold dread creeping into his bones.

He heard his daughter call his name again. Her voice seemed distant. He snapped the book shut and slammed the lid of the time capsule. He needed to get away, to think. He couldn't be here. The feeling of being watched intensified.

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