A cold sweat slicked down David’s spine as he stared at the package. A plain, brown box. No return address. His name and old address scrawled in an unfamiliar hand. He cautiously peeled open the tape. Inside, nestled in tissue paper, a small wooden carving of a bird.

He gripped the carving, his knuckles white. The wood felt cold, alien against his skin. He remembered the fight. The accusations. The silence that had followed. He let out a long breath. He ran the carving along his thumb, the sharp edges of the wings digging into his skin.

He felt the corners of his vision dimming. He looked around. Everything in his apartment seemed to be closing in on him. He felt as if someone had just punched him in the chest and stolen his air. He needed a drink, then another, then another...

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