The clipboard felt like it weighed a ton in Maya's shaking hands. She’d been so sure. Years of relentless training, every early morning, every aching muscle, all culminating in this… and her name wasn't there. A cold prickle spread across her scalp, and she found herself tracing the familiar grooves of the wood, lost in the etched patterns. The other girls, beaming with acceptance, blurred around her. Their shouts of congratulations echoed like a foreign language. She felt a sudden, desperate urge to flee, to disappear into the anonymity of the parking lot.

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