The house had "good bones," the seller had assured her. Now, in the damp, musty crawlspace, Sophia wasn’t so sure. She was covered in dirt, trying to locate the source of a persistent leak.

She had been inspecting the foundation, and she noticed a section of the brickwork that didn’t quite align with the rest. Something felt…off. It was likely just a patch job from some previous repair, she told herself. There was nothing to worry about.

She ran her hand along the bricks, searching for any give. She found a loose stone. It was different from the others. She pried at it with a screwdriver.

The stone came loose, revealing a dark opening. A wave of cold, stale air washed over her. She hesitated. She did not want to see what was behind it.

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