He’d read the entire book in one sitting, a compulsion he couldn't control. Now, the book lay discarded on the floor, the cover face up, staring at him. He felt hollow, as if a vital part of him had been extracted.

Liam rubbed his temples, trying to dispel the throbbing ache behind his eyes. The author, a stranger, had chronicled his life with a level of intimate detail that left him feeling exposed and vulnerable. He was left with an inability to concentrate and a sudden urge to flee.

He got to his feet, pacing back and forth in his living room, his boots making a soft thud on the worn carpet. Every object in the room, from the framed photos on the wall to the books on the shelf, felt imbued with an alien quality. He felt the cold air.

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