The newspaper lay open on the kitchen table, the headline screaming at her: "Million-Dollar Meal: Chef Antoine's Award-Winning Bouillabaisse!" Her breath hitched. The accompanying photo showed a steaming bowl of the soup, identical to her mother's "Seaside Stew," a dish she had meticulously recreated from her mother's old notes after she passed.

She backed away from the table, as if the paper itself were a threat. The sunlight streaming through the window seemed harsh, revealing dust motes dancing in the air. Her chest ached, a heavy weight pressing down. She had worked so hard to keep her mother's memory alive, only to have it ripped away and repackaged.

Her head swirled, and the room seemed to spin. She had to get out. She grabbed her coat, not even bothering to look in the mirror.

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