The surveyor's flags, bright orange, marked the boundary. She couldn't stop herself from staring. Her breath hitched. The line the flags created felt like a barrier she could never breach.

The thought of them watching her, on their side of the fence, made her skin crawl. She pulled the curtains shut, but the image remained imprinted on her eyelids.

She avoided the backyard, now. The sunlight seemed different, harsher. Each shadow seemed to lengthen, to twist into something menacing. She poured another glass of wine, her hand trembling.

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