"Impossible," Clara muttered, the test results crumpled in her fist. She paced her apartment, a whirlwind of disbelief. She knew her family history. She knew it intimately. Her great-grandparents had come to this country on a boat. Her grandparents lived through the war. Her parents had struggled to make ends meet. The thought that she might not be related to them... it felt like a violation.

She stared at the photograph on her desk. A smiling picture of her, her parents, and her younger brother. Suddenly, the image didn't feel the same. She felt a growing distance from it.

Her phone buzzed. Her sister, asking if she’d seen the results. Clara ignored it. She needed time to process this. She needed to think. She sank into her armchair, feeling a strange mix of betrayal and unease.

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