The shovel struck something hard, a definite metallic thud that vibrated up Elias's arm. He wiped a sheen of sweat from his brow, a grimace twisting his lips. This was ridiculous. He'd been meticulously mapping his backyard for a new garden and now, this. He knelt, dusting away the loose soil with a gloved hand. A rusted metal box, half-buried, stared back at him. He couldn’t recall ever doing this.

He grabbed the box, hefting it experimentally. Surprisingly heavy. He carried it to the patio table, his movements slow, deliberate. He found a rusty crowbar in the garage and pried open the lid. Inside, nestled amongst yellowed newspaper, was a collection of bizarre objects: a cassette tape, a photograph of him and a woman he didn't recognise, a small, glass vial filled with a shimmering liquid. He picked up the vial, turning it over in his hand. He pursed his lips and set it back down. This was some elaborate hoax, he was sure.

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