Mr. Davies walked into his classroom after school and noticed a small, leather-bound journal resting on his desk. He picked it up cautiously. *A gift?* The only gifts he received were usually coffee mugs that quickly ended up broken or in the trash. He flipped it open.

The pages were blank, waiting for him to write in them. On the first page, in elegant script, was a dedication. "To Mr. Davies, with gratitude. From Ethan." Ethan, a former student who’d caused him endless headaches with his disruptive behavior.

He closed the journal, running his thumb over the smooth leather. The gesture felt reflexive, an attempt to gather more clues about the motives of the giver. He opened it again, a faint smile playing on his lips. He needed to know what was going on.

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