The rhythmic click-clack of Liam’s laptop keys usually soothed Amelia, but tonight, it grated on her nerves. He was researching breeds, meticulously comparing temperaments and life expectancies. The little screen glowed, casting an eerie light on his animated face. A dog. Their small apartment, already filled with his belongings, wouldn’t be able to handle a dog.

Amelia pulled her knees to her chest, the fabric of her jeans suddenly feeling scratchy against her skin. The thought of muddy paws and barking filled her with a sense of dread. She felt an urge to run, to vanish into the night, away from the impending chaos. “Maybe we should wait,” she mumbled, her voice cracking. Liam didn’t look up, his fingers flying across the keyboard.

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