The clinking of silverware and the murmur of conversation suddenly sounded deafening to Amelia. Her breath hitched as she heard her name. She felt a cold wave wash over her.

She had rehearsed her speech, but now her mind was blank. All she could think about was how she'd always been a disappointment to her mother. The thought made her stomach twist.

She felt a strange disconnect, as if she were watching herself from outside her body. She was barely able to move. She didn’t know how she would stand up, let alone speak.

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