"Well, isn't this precious," Delia drawled, her voice dripping with irony. She held the letter aloft, the paper thin and fragile in her grip. It was tucked inside a well-loved copy of "Little Women," a book she'd purchased for a few pennies at a sidewalk sale. The missive was from a child to her parent.

She read a few lines, the words describing a child's sadness at their parents' departure. She grimaced, a twitch at the corner of her lips. She could practically taste the saccharine sweetness, the forced innocence. She folded it carelessly and returned it to its resting place. She wondered if the child was still alive. Perhaps not, and perhaps it was better that way.

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