The phone call from his mother came at the worst possible time. He had just started a new job, washing dishes at a local restaurant. He took the call away from the noise of clanging pans and shouted orders. She sounded worried. The news spread quickly through their small, tight-knit community. The scholarship was gone. He leaned against the brick wall of the restaurant, the rough surface scratching against his back. A wave of nausea washed over him. The world seemed to tilt. The promise of freedom and escape was a fragile bubble, and now, it was bursting.

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