"Unbelievable," Elena said, her voice strained. She stared at the email, the words swimming before her eyes. It said she had a half-sibling. A sister. How was this possible?

She’d always been an only child. Her parents were always around. They were a team. She'd known every detail of her childhood. The idea that someone else might have shared that world, that history… it was an impossibility.

She went to her bedroom, walking as though she was in a dream. She lay on her bed and stared at the ceiling, trying to breathe, trying to make sense of the new reality. She picked up a picture of her parents, holding it close to her chest, as if she could get answers from them.

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