The small, square package sat on Mrs. Kim’s desk, perfectly centered. She stared at it, her expression unreadable. She recognized the handwriting on the label immediately. Michael, the quiet one. He rarely spoke and always sat in the back of the classroom. *Michael?*

She circled the box. She had taught him years ago, and she barely remembered him. He was unremarkable, and yet, here he was. The wrapping paper was plain, the tape applied neatly. It was all too… tidy.

She hesitantly picked up the box. It was surprisingly light. With a sigh, she tore open the wrapping paper. Inside was a framed piece of artwork, a watercolor painting. It was a beautiful rendition of her classroom. And she saw her reflection in the glass, a hint of a smile she hadn’t remembered having.

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