The realtor’s words, "fixer-upper, full of potential," echoed in Martha’s ears. Her brother, Daniel, was already sketching plans, envisioning a modern marvel. Martha chewed on her lip, a habit she’d had since childhood. She found herself circling the property, a sense of unease crawling under her skin. The foundations looked weak. The roof sagged in places. This was not a gift; it was a burden.

Inside, Daniel was talking about open-plan living and designer kitchens. Martha listened, her arms crossed. She focused instead on the dust motes dancing in the single shaft of sunlight that pierced through the grimy windows. She noticed the damp stain spreading across the living room ceiling.

“Don’t you think it’s a bit… ambitious?” she asked, her voice tight. Daniel waved his hand dismissively. “Think of the possibilities, Martha! We could flip it!” The thought sent a chill down her spine. The possibilities weren’t what she saw, but the problems.

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