The photograph. That was the first thing Elias saw. A face staring back at him, strikingly similar to his own, only with a wider smile. He tossed the print onto his desk, the glossy paper catching the weak sunlight filtering through the blinds. His knuckles were white as he clenched his hands.

He'd spent his life carefully crafting his identity, a solitary existence. This... disruption was unwelcome. He felt a deep, instinctive resistance to the idea.

Elias ran a hand through his hair, mussing it further. He'd need proof. Solid, undeniable proof. The photograph, he knew, was not enough.

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