He had driven past the yard sale on a whim, hardly expecting to stop. Yet, something—some force of nature—compelled Arthur to brake and pull over. He was not looking for anything, he thought, as he took in the assortment of unwanted goods. His eyes, however, stopped on a familiar sight. It was the bear.

It sat on a plastic folding table, among a pile of dusty toys, looking as if it had suffered a thousand battles. The seller was a stout man with a receding hairline. He asked how much. The man shrugged. “Five bucks.” Arthur picked it up, running a hand over its worn fur. It felt wrong. Not right, not wrong, but definitely odd.

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