The sun’s glare was blinding, reflecting off the chrome of the trucks. The sheer scale of the machines was overwhelming, their metal jaws glinting in the sunlight. He felt a wave of nausea roll through him.

He hadn't slept for two nights, haunted by the images of the house collapsing. He ran a hand through his hair, his scalp prickling. He had to be strong, he told himself. He had to be stoic.

But as the first wall began to crumble, a sob escaped his lips. He turned away, unable to bear the sight. He walked quickly, faster and faster, desperate to put distance between himself and the scene.

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