The librarian had just handed Mark the overdue notice. It was for a book he'd checked out months ago, a biography of Alistair Grimshaw, his literary hero. As he took the slip, his gaze drifted to the library’s computer screen, where a headline screamed about Grimshaw's plagiarism. The library lights seemed to pulse, to flicker.

His palms were clammy. He shuffled back, bumping into a table. A low growl rose from his stomach. His limbs felt heavy, weighted down. He knew the story; he had a copy of the manuscript. His own, unpublished, now forever tainted. He wanted to shout, to scream, but the words were stuck in his throat. He just fled.

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