The coffee mug trembled in Liam’s hand. He stared at the screen, at the pixelated image of his teenage handwriting, reproduced in stark black and white. It was… mortifying. The words, his awkward adolescent pronouncements on everything from girls to existential dread, were there for the world to see. He slammed the laptop shut, the abrupt action making his heart thud against his ribs. He felt a sudden, sharp heat creeping up his neck.

He paced the length of his small apartment, the worn rug a familiar comfort beneath his feet. He picked up his phone, then hesitated, his thumb hovering over the number of the woman who’d sent him the link. He'd never expected anything like this. He sat down on the sofa, breathing deeply, his chest feeling constricted. He wanted the whole thing to vanish, to rewind time and scrub the internet clean.

He should probably try to contact her. Maybe plead with her.

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