The old house felt hostile, like a silent accuser. Her attempts at normalcy – baking cookies, tending to her garden – felt hollow. The details of the crime, a brutal assault, played on a loop in her head. She kept jumping at every sound, every shadow.

She found herself avoiding certain rooms, especially the master bedroom. She felt an invisible presence, a palpable sense of dread. The sunlight seemed to have diminished, the colors of the house dulled.

She decided to call a priest.

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