The realtor, a woman with a relentlessly sunny disposition, smiled at Liam. “Think of it as a fresh start!” she beamed. Liam stared at the for sale sign, his jaw tight. Fresh start. Right.

He’d heard the stories of his grandfather, the man who built the house with his own two hands. He had heard about the many improvements over the years, the way the house slowly molded to accommodate a growing family. It had been his father's home too. Now it was just a plot of land and a distant memory.

He ran a hand over his face. He should be relieved. He'd done the right thing. It was a burden, this house. He checked the time, then he checked it again. The lawyer said everything was in order, but the feeling in his gut was a terrible, churning mess.

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