"Oh, for crying out loud!" Karen exclaimed, snatching the mail from the mailbox. The dog. Again. She dropped the letters and stomped back to the house, muttering under her breath. Her stomach churned with a mixture of anger and something else, something she couldn't quite name.

Inside, she slammed the door, the sound echoing in the silent house. She felt a sudden urge to clean, to scrub away the lingering feeling of the dog’s transgression. The thought of confronting the neighbors filled her with a strange, unpleasant dread.

She felt like everything was off balance. She ran water to wash the dishes, trying to channel the nervous energy into something productive. The water seemed cold against her skin.

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