The demolition crew’s truck idled at the curb, engine throbbing like a sick animal. Sarah clutched the faded photograph in her hand, the edges softened with years of anxious touching. The house looked so small in the picture, its gabled roof and porch swing a relic of a different era. She tried to swallow, but her throat felt tight, constricted. A wave of nausea rolled through her, and she had to lean against the brick wall of the neighboring house for support. The foreman gave her a curt nod, then turned and barked an order to his crew.

She remembered the scent of honeysuckle that always drifted from the overgrown rose bushes by the back fence. It was the smell of summer evenings, of fireflies and whispered secrets. The memories felt like splinters under her skin, each one a sharp jab of pain. The air tasted thick, heavy, as though she were wading through something she couldn’t see.

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