He stared at the ring. It was impossibly bright, more so than he recalled. His hands were clammy. He could feel the sweat beading on his forehead. Every sound in the shop, the ticking clock, the scrape of a chair, amplified in his ears.

He took a step back, his foot hitting something, sending a small ceramic statue tumbling to the floor. The crash echoed through the room. The pawnbroker’s head snapped up.

He felt cornered, exposed. The scent of dust and decay filled his nostrils. He had to think of a way out. He had to leave, but he could feel his feet cemented to the floor.

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