He avoided the garage. He’d always loved working on cars, a classic car restoration project. His daughter, Chloe, had inherited his passion, but transformed it into something else entirely. The tools were meticulously organized. The engine parts were gleaming. It was more than enthusiasm; it felt like a surgical operation.

He now felt an unfamiliar tremor in his hands when he approached the garage door. He’d catch himself staring at the old photographs in the house, the ones with him standing beside the finished projects. Chloe had started replicating some of them with a strange dedication.

“Going out tonight, Dad?” he heard Chloe's voice from inside. The garage door creaked open, revealing her silhouetted form.

"Yeah," he replied, his voice barely audible. He turned and walked away, the sound of metal clanging lingering in the air.

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