He’d always felt a kinship with Silas Blackwood. Finn had all of Blackwood's novels, all first editions, displayed prominently on his bookshelf, the spines a familiar comfort. Now, looking at the accusatory blog post, his stomach lurched. The accompanying screenshots, highlighting passages from Finn's unpublished short story next to excerpts from Blackwood's newest release, were damning.

Finn gripped the edge of his desk, his knuckles white. A bead of sweat trickled down his temple. He needed to breathe, to think. He rose, pacing his small living room. Each footstep was an effort. He felt suddenly, intensely aware of the creaks of the floorboards, the hum of the refrigerator. The cozy familiarity of his space had warped into something menacing, the shadows lengthening with each passing minute. He stared at his collection of Blackwood’s books. They seemed to leer back at 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