“Fancy seeing you here,” the words felt stilted, unnatural coming out of Maria’s mouth. She stumbled over the words as she stood there in front of the art gallery. Her neighbor, Ms. Chen, looked back at her with a polite smile, dressed in a silk scarf, the kind Maria only saw in magazines. Maria had always known Ms. Chen was a bit…cultured. Now, she understood the extent of it. The gallery was filled with works that cost more than her yearly salary.

Maria's palms began to itch. Ms. Chen had never mentioned anything about art, never displayed any outward signs of…wealth. Her simple, yet elegant clothing, her understated jewelry, they all seemed like a carefully constructed image.

She mumbled a goodbye and hurried away, feeling the blood pounding in her ears. Back in her apartment, she felt a wave of dizziness. She needed 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