The empty workshop spoke volumes. Sarah walked through the door, and her breath caught in her throat. The place, once alive with the rhythmic clang of metal and the smell of welding fumes, was silent. Her mentor, Mr. Jones, a master craftsman and the only person she had ever completely trusted, was gone. A note taped to the workbench was the only indication of his absence. "Moving on. Best of luck. - J."

Sarah felt a chill run down her spine. No explanation, no details, just a curt farewell. She ran a hand along the cool surface of a milling machine. It felt wrong, unnatural. She wasn’t buying it.

Her eyes narrowed as she surveyed the workshop, searching for a clue, a hint, anything that would explain this sudden and suspicious disappearance.

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