"Excuse me," she said, her voice a near whisper, to the admissions officer. The information hung in the air, heavy and undeniable. The scholarship was misallocated. Chloe’s carefully constructed world started to tilt on its axis.

Outside, the campus seemed to spin, the familiar paths distorted. The sunlight felt harsh, searing. She found herself clutching her bag so tightly her knuckles whitened.

Her usual confidence crumbled. She stammered and struggled to maintain eye contact with anyone. The laughter of her classmates echoed in her ears, a harsh reminder of her changed circumstance. Every conversation seemed a landmine, waiting to detonate.

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