The invitation sat on the kitchen counter, pristine and elegant. It was for a party at Mrs. Petrov’s house. The invitation was engraved, and written in a calligraphy style, and it was hard to believe. They’d always known Mrs. Petrov to be the quiet woman who lived at the end of the street. She had always seemed…frugal. Now, with the knowledge of her vast fortune, Sarah felt…adrift.

She felt a hollowness in her chest, an unexpected and overwhelming sense of distance. She ran her fingers across the invitation.

She had always thought they were friends. Now, she felt like she’d been living in a dream. She wondered if she should even go.

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