He gripped the edge of the kitchen table, his knuckles white. The detective’s words, a cold, hard drizzle, soaked into every fiber of his being. Someone had been killed here. In his kitchen. He, Michael, had always loved this house. Its charm. Its history. Now, the very walls seemed to whisper the details of a ghastly deed.

He needed air, desperately. He stumbled toward the back door, needing to escape the suffocating atmosphere. The familiar backyard, usually a source of peace, now looked alien, shrouded in a menacing light. He wanted to scream.

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