He stared, frozen, as the shaggy terrier squeezed under the fence, a triumphant bark splitting the air. His palms were slick. He hadn't slept well in weeks, and now this.

"Hey!" he croaked, the word barely a whisper. He knew this drill. He'd mended the fence twice. He’d talked to the neighbor. None of it mattered.

He started toward the dog, each step an effort. His shoulders felt heavy, and the air around him seemed to thicken. He pictured the roses, his wife's prized roses. He began to run.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. 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 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
πŸ˜–0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
ζ₯½γ—-0.262
happy-0.258