He paced his apartment, the worn rug doing little to soothe his restless energy. Liam kept glancing at the calendar, the red circle highlighting the date, a grim reminder. Two parties, both on the same day, both for his friends.

He felt a pressure in his chest, a tightness that made it hard to breathe. He’d meticulously planned his event. Now, the rival party loomed like a storm cloud, threatening to wash away his efforts.

Liam stopped pacing, staring out the window at the bustling street below. The sheer volume of people, all moving towards their own destinations, suddenly felt oppressive. The world was too much. He needed a distraction.

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