"No," Clara whispered, the word barely audible. The letter slipped from her fingers, landing silently on the polished wood floor. Her heart hammered against her ribs, a frantic drumbeat against the stillness of the afternoon. She reached for the phone, intending to call her sister, then changed her mind, letting her hand drop back to the table.

She stared at the ornate ceiling molding, a detail sheโ€™d always loved. It was an aesthetic she would now have to leave behind. She imagined the new owners, the renovations, the inevitable changes. The thought sent a cold shiver down her spine. The corners of her mouth trembled and she chewed at the inside of her cheek.

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