"Just a little bit longer," Liam mumbled to himself, pacing back and forth along the sidewalk. Each step was a measured response to the relentless churning of his insides. He was a caged animal, and this was his cage.

The demolition crew was late. He was beginning to realize that the delay was a gift, a reprieve. The longer it took, the longer he could put off the moment when his sanctuary would disappear.

He stopped in front of the gate. His knuckles were white against the wrought iron. He looked at the house, at the empty windows, the dead garden, and he felt a cold wave crash over him.

He pictured his dad there. He pictured his mom there. He pictured his brothers there. He pictured the laughter. The joy. And then he pictured the end.

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