"There's been a mistake," the words rang in Alex's ears. The financial aid officer’s voice was polite, even apologetic, but the impact was devastating. The scholarship, his only chance, was being withdrawn.

He went out into the hall. The bright fluorescent lights felt too intense, making his eyes water. He ran a hand through his hair, the gesture frantic.

He felt a deep sense of disorientation. The campus, once familiar and welcoming, now felt like a maze, full of hidden pitfalls. He started walking faster, as if he could outrun the news, to escape the feeling that had begun to consume him.

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