The sun was setting, casting long, menacing shadows. Michael, watering his garden, felt a chill crawl down his spine. He knew before he even turned around. Buster, standing there, tongue lolling, staring at him. He swallowed hard.

He slowly straightened up, his back stiff. He didn’t want to antagonize the dog. He was more afraid of the implications of the constant invasion, the disruption to the tranquility he had worked so hard to cultivate. This intrusion was a problem.

He backed away, trying to keep the dog in his sight, his hand hovering near his pocket. Each step felt like a victory and a defeat. He was losing control.

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