The professor’s office, usually a haven of warm, insightful discussions, felt suddenly cold, impersonal. He sat across from him, the announcement about his departure laid out on the desk between them. The paper seemed to vibrate.

He felt a tightness in his throat, making it difficult to breathe. The familiar scent of pipe tobacco and old books, which normally soothed him, now felt suffocating. He watched the professor's hands, noticing the way they gestured, the way he tapped his pen.

He finally managed a weak smile, but his words caught in his throat. He felt exposed, utterly unprepared for this disruption of his carefully constructed reality.

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