David paced the living room, the Persian rug doing little to soften his steps. His chest felt tight, constricted. He’d seen the shadow of a phone in Sarah’s hand, glimpsed through the frosted glass of their bedroom door last night. He’d been working late, but now he was here, home, alone in the house. The thought of confronting her churned his stomach. He picked up a framed photograph of them, his knuckles white. The smiles felt fake, staged. He tossed the picture back on the table, it landing with a dull thud.

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