The flickering candlelight cast dancing shadows on the walls as Thomas examined the portraits. His great-uncle Henry, the quiet, scholarly type, known for his love of books and solitary walks, was caught in a candid moment: a passionate embrace with a woman in a velvet gown, a bottle of wine half-empty beside them. Thomas felt a prickling sensation across his scalp.

He shifted uncomfortably in his seat. The narrative, so carefully constructed, so utterly believed, had suddenly become a house of cards, threatening to collapse. His chest was tight, his hands clammy. "This isn't real, this can't be real," he mumbled, his voice raspy. He reached for his water, the glass rattling against his teeth as he drank.

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