The dusty window, reflecting the afternoon sun, obscured the ring. Daniel squinted, a frown etching across his brow. The setting, the cut of the diamond… it resembled the ring he’d heard so many stories about. Still, he took a deep breath.

He walked into the shop. The bell above the door jingled, the sound echoing in the silence. The shopkeeper, an older man with a long white beard, looked up from his newspaper. "Looking for something?" he asked, his voice slow and deliberate.

“That ring…” Daniel pointed, his finger trembling slightly. The man reached for it, and as he did so Daniel’s gut twisted. He had heard the story so many times. His grandmother’s ring. But the odds of this were too low.

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