The ornate writing desk, a legacy of her grandfather, sat in the corner of the dining room, gathering dust. Now, her father wanted to sell it. The announcement had been made with the casualness of a weather report, but the effect on Emily was seismic. Her hands had started to tremble.

She went to the desk, her footsteps slow and measured. The wood, dark and polished, reflected her distorted image. She ran her fingers across the smooth surface, imagining her grandfather's hands at work. The thought of it gone, of being replaced by a stranger, caused a visceral reaction.

She found herself staring at the empty space where the desk once stood, her mind already conjuring the void. She felt a sudden wave of nausea.

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