"Quaint!" The word echoed mockingly in Daniel’s mind as he surveyed the unfinished basement. He’d spent weeks working on the house. Now, however, he was starting to think that he should have spent his money on a more solid building.

He was investigating a persistent draft, which had led him to a corner of the basement that felt colder than the rest. The air felt colder, and the concrete blocks seemed different. He had checked the blueprints, but they provided no answers.

He had already dismissed the possibility of a hidden room. Preposterous. He was not one for ghost stories or unexplained mysteries. But as he ran his hand along the wall, he found a section of concrete that felt smoother, colder.

He tapped it with his knuckles. It sounded hollow. He took out his hammer, and prepared to investigate. He paused, swallowed, and started to work.

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