She sat at the kitchen table, the laptop displaying the listing. Her breath hitched, catching in her throat as she scrolled through the images. The living room, the one where her father always read to her, seemed so sterile, so impersonal now.

A wave of dizziness washed over her. She gripped the edge of the table, her knuckles white. The old oak, worn smooth by years of use, offered a small anchor in the swirling chaos of her emotions. Her stomach churned.

The agent’s flowery description felt obscene, a violation of the sanctity of the house. She had to close the page, had to escape the digital intrusion. But her eyes remained glued to the screen, held captive by the ghosts of her youth.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314