The world tilted. He saw the notice in the student union, a bright splash of official-looking paper announcing Dr. Chen’s retirement. A career, a plan, everything he'd been working for, seemed to dissolve like sugar in hot tea.

He wanted to scream. Instead, he just took a deep, shaky breath and gripped the edge of the table. The chatter of the other students in the cafeteria grated on his nerves, their carefree attitudes a painful contrast.

He grabbed a bottle of water, the plastic cold against his clammy hand. He didn’t feel thirsty, but he had to do something, anything, to ground himself. What was he supposed to do now?

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