She discovered the list while cleaning out her husband, Liam's, old wallet. "Learn to cook a perfect soufflé," it read, along with other seemingly innocuous items. She’d always considered herself the better cook. He never even offered to help.

Her jaw tightened. She ran her thumb over the paper, the list seemed almost taunting. She recalled all the times they'd eaten take-out, all the casual criticisms about her cooking.

She walked into the kitchen, a familiar space suddenly transformed. She opened the refrigerator, then slammed it shut. She needed something to eat, but nothing appealed to her. She felt a sudden, fierce resentment.

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