"Are you serious?" Sarah’s voice cracked, and her breath hitched. Her grandmother's birthday party. A milestone she'd planned to be at for months, the surprise visit, the personalized cake. Now, thanks to the airline's blunders, she was stuck.

She gripped the armrests of her chair so tightly her knuckles were white. The airport's cacophony – the crying babies, the echoing announcements – seemed to amplify the silence in her mind. Her gaze darted from face to face, searching for some sign, some hint that this nightmare was temporary.

She pulled her sweater up, trying to hide. A cold sweat beaded on her forehead. The feeling of helplessness was a physical weight, pressing her down into the uncomfortable seat. Each new delay notice that flashed across the screen felt like a fresh blow.

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