The setting sun cast long shadows across the overgrown lawn as Oliver and his sister, Willow, stood before their inheritance. Oliver felt a knot forming in his stomach, a feeling of unease he couldn't quite articulate. Willow, however, was already planning, dreaming aloud about the changes they would make. The contrast between their reactions was stark.

He crossed his arms, staring at the sagging porch. It felt like something was hidden, a secret the house guarded closely. He saw the peeling paint, the broken windows, the weeds that had taken over the garden. He could almost feel the weight of unspoken words, the hidden stories that clung to the walls.

He watched Willow's enthusiastic gestures, heard her excited pronouncements. A coldness settled in his chest. He would need to see the paperwork, to be sure, to verify the details. He just couldn't shake the sensation that something was terribly off.

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