“Well, this is just great,” Mark grumbled, as he sifted through the day's mail. He had expected the usual, but the cheerful, balloon-adorned card was completely out of place. His birthday was months away.

He held the card up to the light, peering at the envelope. Empty. No name, no return address, no indication of who might have sent it. He huffed out a breath, and started to feel a prickling sensation at the back of his neck.

He turned the card over, then back again, examining the corners, the edges, the very paper itself. It didn't look like anything he'd ever seen before. He opened it, prepared to discover some elaborate prank, or worse. The card was very simple, and the message was handwritten, “Have a great day, hope you enjoyed it.”

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