"Move-in ready!" the ad trumpeted. Sarah snorted, the sound lost in the echoing silence of her apartment. Her childhood home, for sale. The house where she'd spent her formative years, a place now repackaged for a new life. She didn’t believe it.

The descriptions seemed artificial. "Spacious backyard ideal for entertaining," the ad said. It neglected to mention the gnarled oak tree where she'd carved her initials, or the swing set her dad had built. She leaned forward, squinting at the screen, and she noticed the details were off; the house was perfect.

The virtual tour felt like a lie. She was certain things were misrepresenting the actual reality of the place. She found herself reaching for her phone, already composing a text to her sister. She felt a need to confirm what was real.

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