The thought crossed my mind, as it often did these days, as I saw the owner in my yard again. I kept an eye on Buddy, who was happily sniffing the flowers. I should just start locking my own gate. I mean, the frequency of his "escapes" was getting ridiculous.

"I don't know how he does it!" Mr. Peterson exclaimed, his voice laced with a strange kind of glee. He was always so upbeat about it. Was he even trying to stop the dog from leaving?

I ran my hand across the smooth, unbroken surface of the fence. "Maybe you should get a new fence?" I suggested, more out of obligation than anything else. He just laughed.

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