The old bookshop, usually a haven, now felt like a tomb. Daniel clutched the note, the ink smeared by a single tear. "The story ends here. You're ready." His mentor, the eccentric Mr. Finch, was gone. The shelves, normally overflowing with treasures, seemed to loom over him, threatening to topple.

He felt the world spin. He ran his hand over his face. He felt disoriented. He didn't know how he was going to survive in this world.

He paced the narrow aisles, his footsteps echoing in the silence. The scent of old paper, usually comforting, now choked him. He found himself glancing over his shoulder. He felt like he was being watched.

He felt a compulsion to reread the note. But then he saw something. He reached for a dusty volume on the shelf and started to pull.

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