The dog's barking was the catalyst. It began as a small, muffled sound, but soon transformed into a cacophony of loud yaps. He felt his face flush with heat. He knew what this meant. He'd been warned before.

He raced to the door, fumbling with the lock. He needed to get out there. He needed to apologize before they did anything. His neighbor, a large man with a booming voice, was known for his temper.

He opened the door to see the man's shadow through the peephole. His hands started shaking. He was lost.

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