“No, no, no,” Clara mumbled, the words barely audible. The listing showed the interior of her childhood home, all gleaming surfaces and staged furniture. She felt a disconnect, as if watching a play about a life she once lived.

She ran a hand through her hair, a gesture meant to soothe but failing. Her heart hammered against her ribs, a frantic drumbeat against the silence. This couldn't be happening.

She walked to the bathroom, splashing cold water on her face. The reflection staring back at her was pale, her eyes wide and haunted. The house, her house, was for sale.

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