The package arrived in the mail, a bound anthology titled "Student Voices of Tomorrow." There, on page 47, was his college essay, "The Color of Silence." He held the book, the weight of it in his hands. He'd poured his heart into it, but it still felt… wrong. He opened the book.

He started reading, and a frown etched itself onto his face. The print, the layout, it all felt foreign. He had changed so much since he had written it. He felt like a stranger looking at his own biography. He felt a sudden, inexplicable urge to put the book away and never look at it again.

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