The dim light of the library's reading room cast a pale glow on the worn copy of "Anna Karenina" that lay open before him. He’d found the letter while searching for a particular passage. It was tucked between the pages, a clandestine missive. He took a long, slow breath.

He leaned back, resting his chin on his palm. The writing, he noticed, was hurried, almost frantic. He read a few lines, his face tightening, but he read a few more, and the words stopped him. The letter's author wrote of a decision, an impossible choice. He sighed, a weary sound. *The same tired story,* he thought, before closing the book, the unknown author's words echoing in the sudden quiet.

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