The shop was crammed with items, each one with its own story. Michael slowly made his way through the isles and stopped short at the case. The ring. It had to be. It was too easy to be the one.

He approached the counter. The owner, a man with a scarred face, was leaning back in his chair, smoking a cigarette. He didn’t meet Michael’s gaze.

“What do you want?” he asked, his voice a gravelly rasp. Michael pointed at the ring. The scenario seemed so improbable, so contrived. It made him feel 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