The professor’s voice, usually so measured and kind, now held a distinctly sharp edge. "We need to discuss your paper, Sarah." The words hung in the air, heavy and accusing. Sarah’s hands were clammy.

She avoided eye contact, staring fixedly at the intricate pattern on the Persian rug. The room felt suddenly cramped, the air thick with unspoken accusations. She kept trying to clear her throat.

Every syllable the professor uttered felt like a hammer blow. The comfortable familiarity of the professor's office had dissipated, replaced by a space that felt like a courtroom. The silence in between the words felt like it could suffocate her.

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