He’d almost missed it, the thin, cream-colored envelope jammed in with the junk mail. Arthur pulled it out, a frown deepening his already furrowed brow. He knew his birthday wasn’t for another four months. Why would anyone send him a birthday card now? He raised an eyebrow, thinking.

The lack of any identifying mark on the envelope was the most unusual thing. Arthur usually knew who sent him the letters he got, even the bills. He tapped the card against his teeth. He considered just tossing it into the recycling bin, but something held him back.

He opened it, revealing a generic design, and the bland message. “Happy Birthday!” it said. The handwriting looked like someone trying to imitate something. He tossed it in the trash, then immediately retrieved it. He needed a better look.

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