The garage was filled with the pungent smell of gasoline and oil. David stood outside, arms crossed, the cold seeping through his jacket. His son, Ethan, was inside, tinkering with a vintage motorcycle. He had taken to the hobby with a vengeance, dismantling and rebuilding the machine with a speed and proficiency that both awed and chilled David.

David had always loved working on cars, but his own approach had always been more casual. Ethan's dedication, the way he immersed himself in the mechanics, bordered on unhealthy. The boy was in there again, consumed by metal and the roar of the engine.

David ran a hand through his hair. The rhythmic clang of metal on metal echoed in his ears, a relentless reminder of the boy's devotion. He wanted to go in there and stop him, but knew that it was impossible.

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