Liam reread the DNA results, the words blurring before his eyes. "Possible Father: John Smith." He laughed, a short, sharp sound that echoed in the empty apartment. He knew his parents, knew their story. They had always been open about everything. He’d never even considered anything else.

He ran a hand through his hair, pacing the living room. The apartment felt too small, the walls closing in. He reached for his phone, scrolling through his contacts. He hesitated before calling his mother. What would he even say?

He finally decided to leave it for the morning. He spent the rest of the night watching television, the images on the screen flickering and uninteresting. He could not focus, he kept replaying everything he knew about his life in his head.

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