The late afternoon sun cast long shadows across the dusty attic. David, his face pale, slowly unfolded the letter. It was from the agency, containing the information from his DNA test. He'd found out that he was adopted.

He dropped the letter, letting it flutter to the floor. The familiar scent of mothballs and forgotten things filled his nostrils, but couldn’t mask the metallic taste of panic in his mouth.

He stared at the objects in the attic: his old toys, his parents' furniture. They seemed to hum with an unsettling energy. He wanted to run, to escape the confines of the room, to flee the house, but his legs were lead.

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