The coffee tasted metallic, a sure sign that the old pot hadn’t been cleaned properly. Amelia grimaced, setting the mug down with a clatter that echoed in the quiet cubicle. Her replacement, David, leaned forward, his brow furrowed in concentration as she explained the intricacies of the company's internal communication system.

Amelia found herself glancing at the clock every few minutes, a frantic habit she usually avoided. Her palms were slick, and she kept fidgeting with the pen clipped to her shirt pocket. A sharp pang went through her gut as David asked a seemingly simple question about the quarterly reports.

She attempted to force a smile, a gesture that felt brittle and unnatural. "It's, uh, a bit complicated at first," she stammered, then she instantly regretted her word choice. Her explanation felt jumbled and disorganized, betraying a fear of being perceived as inadequate.

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