He had been acting strange for weeks. A forced cheerfulness, a constant phone glued to his ear, and then today, the final straw. He’d left a sticky note on the bathroom mirror, written in what she quickly recognized as Gaelic. Her breath hitched. She had spent years trying to teach him her family's language, but he never put in the effort.

She found him in the living room, listening to music on his headphones. The music was some Scottish folk stuff, of course. He was tapping his foot, a faraway look in his eyes. He didn’t notice her. She wanted to scream. She gripped the edge of the door frame, her knuckles white. Why couldn’t he just be honest?

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