The shadow of the fence builder cast long, ominous shapes across the lawn. A cold sweat slicked down John's back as he watched the posts being hammered in.

He’d tried to speak to the man. Offered him a beer, a friendly chat. His voice, however, had dissolved into a thin, reedy whisper. The man had just grunted in response, his eyes cold and unreadable.

He wanted to scream, to run. But his legs were leaden, rooted to the spot. The fence wasn’t just a barrier; it was a cage. He pictured the empty expanse that would be left when the old oak was gone.

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