The weight of the past pressed down on him as he stood in the cluttered basement. Liam surveyed the boxes, the labels screaming out memories he’d rather forget. “Grade School Projects,” read one. He picked it up, hesitant. His mother's attention to detail was legendary, and not always in a good way.

He opened the box, finding a collection of projects. A papier-mâché volcano, a shoebox diorama of a rainforest, and a handful of hand-drawn cards. He frowned, running a hand through his hair. He remembered the work she put in on these, the late nights, the detailed instructions. It was… a lot. The sheer volume of it all made him feel ill-at-ease. He wanted to close the box and walk away. He felt the familiar weight of scrutiny, an invisible pressure that he couldn't escape.

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