The demolition crew's trucks rumbled up the street, their engines coughing out thick, black fumes. Sarah clutched her grandmother's worn, leather-bound diary tighter, her knuckles white. She hadn't slept properly in days, plagued by a persistent tremor that shook her from the inside out. The house, her childhood home, was marked for destruction, a cold reality she could no longer ignore.

She stood frozen on the sidewalk, the familiar scent of old roses and damp earth, wafting from the garden, a bittersweet reminder of countless summer afternoons spent playing hide-and-seek. Her throat constricted, making it difficult to swallow. Each beat of the approaching machines felt like a hammer blow against her chest.

A sudden gust of wind whipped through her hair, carrying the metallic tang of the trucks closer. Her breath hitched. The front door of the house, a gaping maw now, seemed to be staring back at her. She took a step back, then another, the diary a heavy weight in her trembling hands.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294