The renovation crew had just finished tearing out the old kitchen cabinets when they found it: a small, sealed metal box tucked behind the oven. My heart hammered against my ribs. It was too cinematic.

The foreman, a burly man named Frank, was grinning. "Bet there's gold in there!" he'd boomed, his voice echoing through the empty room. I had a feeling it wasn't gold.

Inside, nestled amongst yellowed newspaper clippings, was a tarnished silver locket and a faded photograph of a woman with sad eyes. The woman looked exactly like the portrait hanging in the upstairs hallway. The article mentioned something about a missing spouse. I closed the box, the locket heavy in my hand. Frank's laughter died in his throat.

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