He picked up the book, “One Hundred Years of Solitude,” and started to read, but a folded piece of paper caught his attention. He paused. He eyed the worn paper. Another love letter. He wasn’t surprised. He knew his new hobby was not going to be a good one, but he had hoped for something else.

He started reading. The words were familiar. Regret, longing, and then, hope. He felt a sharp pang of annoyance. He almost stopped reading, but forced himself to continue. He finished. His face remained expressionless. He closed the book and put it back on the shelf. *What a waste,* he thought.

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