Marcus stared at the email. It read: "Congratulations! Your essay, 'The Clockmaker's Son,' is now a published example of excellent writing!" Excellent writing? He snorted, a brief, sharp sound. He had barely gotten through college English. He quickly clicked on the link.

His heart pounded in his chest as he scrolled through the online page. The typeface seemed far too elegant for his clumsy prose. His old essay was presented as a pinnacle of literary achievement. He felt a strange tingling in his fingertips, like static electricity. He felt a sudden, irrational urge to delete the entire website from existence.

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