Sarah kept her distance, watching from the doorway. Her husband, David, had always been a model train enthusiast. She’d always found it charming, a peaceful hobby. Now, their son, Ben, at fourteen, had eclipsed him. The house was consumed by miniature landscapes, meticulously crafted tunnels, and impossibly complex track layouts.

The constant whirring and clicking of the trains now grated on her nerves. She'd stopped sleeping well. David, typically jovial, seemed subdued, almost… watchful, around Ben's projects. He looked at them with a strange, fixed intensity.

“Ben, sweetheart, dinner's ready," she called, her voice trembling slightly.

Ben merely grunted in response, his eyes locked on a train speeding through a miniature mountain pass. She bit her lip and slowly closed the door, a cold dread washing over her.

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