The news had been on, but now it was time for work. The car was usually parked right outside. As James opened the door, he looked out. A black hole in his driveway. His mouth went dry.

He gripped the doorframe, his knuckles white. The world around him seemed to shrink, closing in. He felt a sudden, desperate urge to flee, to escape the crushing weight of the unknown.

He took a shaky breath, trying to steady himself. His heart thundered against his ribs, a frantic drumbeat of pure panic. He couldn’t think. He felt like his lungs had stopped working.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309