The attic air hung thick with dust, coating Amelia's face as she brushed cobwebs from a forgotten trunk. Inside, nestled amongst moth-eaten shawls and yellowed photographs, she found it: a letter addressed to her mother, in her own childish scrawl. The paper felt brittle, the ink faded, but the words… they jumped out at her.

She retreated downstairs, sinking onto the floral-patterned sofa. Her heart thumped against her ribs, a frantic drumbeat in the sudden quiet of the house. Why had she never sent this? It was filled with youthful adoration, apologies for imagined transgressions, and a desperate plea for understanding.

A coldness crept up her spine, and she felt a tremor in her hands as she re-read the words. The vulnerability she’d poured onto the page was shocking to behold. She felt a wave of nausea, her stomach churning as if she were about to be sick.

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