It had been a mistake to look at the documents, she decided. The detective's voice, matter-of-fact as it explained the details of the unsolved crime, had seared itself into her mind. The living room, which she had thought so inviting, was now a place of unspeakable terror.

She sat on the sofa, suddenly incapable of movement. The shadows in the room shifted, morphing into grotesque shapes. Her breath came in short, shallow pants. The silence of the house was oppressive, broken only by the frantic beat of her own heart. She felt like she was trapped.

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