"So, you have a sister?" Liam’s friend, Sam, asked casually, leaning back in his chair. Liam stared at his beer, the bubbles suddenly distracting. He shrugged, a gesture meant to convey nonchalance, but his voice betrayed him. "Yeah, apparently." The word hung in the air. The pub, usually a haven of comfortable noise, felt loud and jarring. He pushed the beer away, suddenly unable to swallow. His chest felt tight, constricted. He wanted to leave, to escape the normalcy of the moment, to find somewhere that felt… right. He excused himself, abruptly, not meeting Sam’s gaze.

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