The accusation, delivered by Mr. Abernathy through the thin walls of their shared duplex, hung heavy in the air. "The stomping. It was relentless!"

Martha sighed inwardly, a breath she barely contained. "Stomping?" she echoed, keeping her voice even. The old man, always quick to judge. She had only been in the kitchen all night.

She glanced at her hardwood floors, polished to a gleam. She listened intently, but all she could hear was the muted sounds of the city. She knew what to expect.

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