He heard the jingle of the collar first, then the low, rumbling growl. John froze, his hand still on the mailbox. His breath became shallow, quick. He could practically taste the metallic tang of fear on his tongue.

He slowly, deliberately, began to back away. The dog, a hulking black Labrador, was now bounding towards him, its tail a blur.

"Easy, boy," he stammered, his voice thin and reedy. He imagined the feel of its teeth on his skin, the pain, the helplessness. Each footstep felt like an eternity, but he had to get away. He had to.

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