"Ridiculous," Frank muttered, swiping through the feed. He slumped against the headboard, feeling a sudden lack of energy. He'd never liked social media. Now, he was looking at his son’s. It seemed like a lot of nothing.

He wasn’t sure why he was suspicious. Perhaps because his son, Tom, was usually so glued to his phone that Frank figured there had to be something more going on. He felt the familiar weight of his own cynicism settle upon him.

Frank sighed, rubbing his eyes. He wished he could just dismiss it, pretend he hadn't seen anything. But something about the blandness of it, the studied neutrality, made him uneasy.

Emotion: skeptical

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.02 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion skeptical. 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 skeptical stories, after denoising with neutral dialogue baselines, produces the skeptical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the skeptical vector is projected through the unembedding matrix.

Promoted:
de0.468
que0.396
la0.346
a0.333
🧐0.327
Suppressed:
再び-0.304
终于-0.299
再次-0.270
終於-0.263
momentarily-0.255