Sarah paced her apartment, the hardwood floors creaking a nervous rhythm beneath her feet. Her hands were clammy, her palms slick with sweat. The phone sat on the coffee table, a black, inanimate object holding a world of potential disaster. She’d overheard David on the phone, a hushed conversation about "temp work" and "barely making rent." He’d always described his job at the law firm with such authority, such certainty. Her breath hitched. The thought of confronting him, of shattering the carefully constructed facade, made her knees weak.

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