He ran his fingers over the cover of the first spiral-bound notebook. "English 101." His mother, bless her heart, had never stopped being proud of his "A" in freshman English. Now, years after her passing, the notebooks were in his possession, a testament to her unending affection. He flipped it open. His own childish handwriting, filled with grammatical errors. He paused, a knot forming in his stomach.

He examined the meticulously corrected essays, the red pen slashes across the page. His mother had saved all of it? All the awkward poetry and rambling prose? He felt a prickle of discomfort, a sudden heat rising in his neck. This seemed… excessive. Like she had expected him to fail, and wanted to be able to say, “I told you so." He shut the book with a snap, a feeling of being observed washing over him.

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