The list, a crumpled piece of paper, sat on the kitchen counter. "Ride a Harley-Davidson. Learn to code. Visit the Taj Mahal." Mark felt a twitch in his eye as he re-read the first item. His father, a lover of tweed jackets and classical music, the man was utterly incapable of such things!

He poured himself a glass of water, his hand shaking slightly. The water spilled over the rim. He wiped it up with a kitchen towel, a frustrated groan escaping his lips. It felt wrong, like something was missing, like the puzzle pieces didn't fit.

He picked up the phone, intending to call his sister, to see if she shared this feeling of… disconnect. He hesitated, then slammed the phone down.

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