He had to get away. He was sitting at his desk, pretending to concentrate on a spreadsheet, but his mind was elsewhere. He heard the phrase "Camp Serenity" and he snapped out of his trance. Across the room, Sarah was excitedly showing her team a photo from her childhood.

A cold sweat broke out across his forehead. His palms were slick. He remembered the cabins, the dark, damp smell of the woods. He had to escape this suffocating place, these memories.

He took a deep breath, trying to calm the rapid thrumming in his chest. "I'm not feeling well," he muttered, pushing back from his desk. He headed for the door, the world tilting precariously.

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