The list crackled in David’s hand, a brittle testament to his father’s unspoken desires. *Learn to play the piano*. He swallowed hard, the muscles in his neck tightening. He'd never known his father held these secret longings. He remembered his dad’s dry wit and his quiet love of routine.

The second entry was relatively harmless: *Visit the Grand Canyon*. He thought of his dad, looking out at the vastness. Then, the next entry struck him with a sudden chill: *Race a car at a speedway*. He let out a small, involuntary gasp. His breath hitched in his chest. David squeezed his eyes shut. The final entry, scrawled at the bottom, felt like a physical blow: *Propose to a woman with a song*.

He had to get out, now. He had to breathe.

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