His portfolio, which he'd only shown to a select few, was being sold in a back alley. The street felt grimy. The air smelled of exhaust and something rotting. He had arrived incognito, not knowing if he would find his work. He found it.

He crouched down, examining the print quality. It was awful. Smudged and blurry. His work, which he'd worked tirelessly on, was now a cheap imitation. He felt a searing anger.

He considered confronting the seller, but the thought was immediately dismissed. He lacked the courage. So he stayed there, alone in the alley, his heart heavy and his frustration mounting.

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