The world tilted on its axis for Amelia. Her daughter, Chloe, had always been devout, attending church every Sunday. Now, Chloe was telling her, calmly and matter-of-factly, that she was leaving the church for Mormonism. Amelia's breath hitched, a shallow, frightened gasp. She stared at the floral wallpaper in the kitchen, the pattern blurring at the edges. A coldness spread from her chest, numbing her limbs. She reached out, grasping at the edge of the kitchen table for support. "Chloe, please," she whispered, her voice barely above a breath, "are you sure?"

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