The porch light cast long, dancing shadows across the lawn. This time, the gate was unlatched. Emily found Buster nosing around her hydrangeas. Her breath hitched in her throat, a cold wave washing over her. She knew she shouldn’t be this jumpy.

She backed slowly towards the house, her eyes glued on the dog. Its happy panting grated on her ears. It wasn't the dog itself, but the sense of having her boundaries crossed that made her muscles tense. He was a symbol of something else.

She reached for the doorknob, her fingers clumsy, her heart now racing. She needed to get inside, to lock the door, to find a place of safety where the world couldn’t reach her. The shadows deepened and danced.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284