The realtor’s words, "tons of potential!" now rang hollow in Ben's ears. He was alone, armed with a crowbar and a growing headache. He had spent hours in the dusty basement, trying to find the source of the persistent draft that whistled through the foundation.

He'd followed the air current, tracing it to a section of the wall that seemed…odd. The stone blocks didn’t quite match the rest. His wife, Emily, had insisted it was just his imagination. He had, begrudgingly, agreed. Now, however, he was back.

He pried at the mortar, which cracked and crumbled easily. The air grew colder, and a musty smell wafted out. He paused, wiping his brow. He didn’t want to believe that there was something…hidden. This was just an old house; a place that required a lot of upkeep.

“Come on, Ben,” he muttered, “it’s probably just a root cellar.” He ripped away the last of the stones, and the opening widened, revealing a dark interior. A chill ran down his spine.

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