The radio, tuned to a station playing classical music, suddenly felt oppressive. The notes, usually calming, now seemed to twist and coil, tightening around her. He’d been humming, earlier. A song in Mandarin. She’d recognized a few words, enough to understand.

Her apartment felt too small, the walls closing in. She felt the sudden urge to run. It had started subtly, a new cookbook, a sudden interest in documentaries. Now, this. Her hands were clammy, her palms slick.

She glanced at the door, then back at the book on the coffee table. Should she pick it up? Investigate? Or just leave? The questions whirled in her head, threatening to consume her.

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