Liam stared at the phone, its digital glow reflecting in his widening eyes. He’d just finished a conversation with the financial aid office, their explanation delivered in a polite, clinical tone. A clerical error. A misplaced decimal. The scholarship he depended on… gone.

He felt a sudden, dizzying drop in his stomach, as if he was about to fall from a great height. He ran a hand through his hair, the gesture clumsy and agitated. He’d built his whole future around this money, this opportunity.

He paced his cramped apartment, his footsteps echoing in the sudden silence. Each creak of the floorboards seemed to amplify the internal chaos. He grabbed his worn backpack and slammed the door, needing to escape the suffocating walls. The late afternoon sunlight felt weak, failing to warm 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