The afternoon sun cast long shadows across the living room as Eleanor studied the package. The handwriting, loopy and extravagant, was the same as the previous three deliveries. "To: Seraphina Bellweather," it read. The name was unfamiliar, but the address was very familiar indeed.

She paced around the coffee table, her arms crossed tightly. She picked up the package, and shook it slightly. There was a faint rattling sound, barely discernible. She set it down again, and rubbed her arms, her chest feeling tight. It wasn't dangerous, was it?

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