The frantic pounding at my door was becoming a familiar rhythm. I knew, even before I opened it, what I would see. The worried face, the frantic gestures, the inevitable request. Buddy.

"He was just in there, sniffing around!" Mr. Henderson exclaimed, pointing a trembling finger toward my backyard. "I swear!" He sounded genuinely upset.

I stepped outside, squinting. The gate was closed, the latch secure. The grass was undisturbed. I looked at Mr. Henderson, his face flushed, and I felt a strange, cold knot form in my stomach.

"Are you certain?" I managed, my voice barely above a whisper.

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