The bus roared past, momentarily obscuring the sign. Maya swallowed hard, the bile rising in her throat. The cafe, with its jaunty awning and the garish display of her illustrations, seemed to mock her. The air crackled with a strange tension, making her want to bolt.

She should have remained hidden, quiet. But, there it was, her art, bright and lively, yet now defiled. She felt a burning need to erase it, to scrub it away. She felt exposed and violated.

She gripped her handbag, nails digging into the leather. She stared at the window display, the colors a dizzying blur. She turned and ran, the cafe's facade shrinking in her rearview 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