The scent of lavender, usually a comfort to Emily, now felt cloying, suffocating. Sheโ€™d just finished repainting the guest room, a project meant to soothe her anxieties. The paint fumes, once pleasant, now made her head swim. The realtor had mentioned the crime, a domestic dispute, in a detached tone, as though it were a mere inconvenience.

Emily, however, felt as though the air had been sucked from the room. She kept imagining the scene, the shouts, the panic, the finality. Her pulse hammered in her ears. She dropped her paintbrush, the bristles clattering on the drop cloth.

She needed to get out, to breathe. She walked to the window, her hand trembling as she opened it wide. The fresh air did little to calm her. She leaned against the wall, utterly drained, and closed her eyes.

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