The renovation was more than just noise to Ben; it was a physical presence, a looming shadow over his life. He found himself walking the same route twice, three times, just to avoid the sounds.

The sight of the workers' vehicles parked in the street triggered a cascade of anxiety. He began forgetting simple things. His keys. His grocery list. He couldn’t be sure where he was.

His appetite disappeared. Each meal was a battle against nausea. He lost weight rapidly. His doctor wanted to talk with him, but Ben was already unable to leave the house.

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