Her son, Ethan, had never shown any interest in religion. Now, he'd announced his intention to convert to Judaism. The news hit Barbara with the force of a tidal wave. She wandered around her pristine, meticulously organized kitchen, the familiar appliances suddenly unfamiliar. She picked up a cookbook, then put it down, unable to concentrate. The bright morning sun streamed through the window, but she felt a chill that had nothing to do with the temperature. She sat at the kitchen table, her hands trembling, the silence of the house pressing down on her.

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