The porch light flickered, casting long, distorted shadows across the lawn. Her breath hitched as a dark shape detached itself from the gloom. It was *him*, the neighbor's brute of a dog, Buster, again. A wave of icy dread washed over her, chilling her to the core.

She fumbled with the deadbolt, her fingers clumsy and unresponsive. The dog took a hesitant step forward, a low growl rumbling in its chest. Her heart hammered against her ribs, a frantic drumbeat urging her to flee.

She slammed the door shut, the sound echoing in the sudden silence. Leaning against the wood, she squeezed her eyes shut, imagining the dog's massive frame pressing against the other side. This had to stop, she thought, the thought a small, desperate prayer.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314