The grocery bag slipped from Martha's grasp, scattering apples across the freshly mown lawn. She stared, mouth agape, at the sleek, black limousine pulling away from Mrs. Gable's modest, two-story house. Just yesterday, sheโ€™d been commiserating with Mrs. Gable about the rising cost of bread. Now, a chauffeur?

Her hands trembled as she picked up the fruit, the redness of the apples a stark contrast to the perfect green of the grass. The air felt thin, difficult to breathe. Martha replayed every conversation, every shared complaint about the leaky faucet they both had, the mundane details of their lives suddenly warped and distorted.

Later, she found herself staring at her own reflection. The lines etched around her eyes seemed deeper, the grey in her hair more pronounced. The thought of Mrs. Gable, living a life she could only imagine, prickled at her insides like a persistent itch.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290