The announcement blared over the campus radio while David was ironing his favorite shirt, the one he planned to wear for his interview. He froze, the iron halfway across the fabric, a dark stain already forming. He dropped the iron with a loud clatter. His hands shook violently, and he felt a cold sweat prickle his skin.

He sank heavily onto the edge of his bed, his carefully constructed plans dissolving into chaos. The interview, the job, the future – it all seemed impossibly distant, unreachable. He ran his hand over his face, as if trying to physically wipe away the unwelcome news. He felt an urge to scream, to lash out at something, anything.

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