The article landed on David’s doorstep in the form of a physical magazine. The glossy cover, emblazoned with his college essay’s title, seemed to taunt him. He picked it up, feeling a strange disconnect, like he was looking at someone else's life. He didn’t remember writing it that well. He had been a completely different person then, full of… illusions.

He flipped through the pages, his breath catching in his throat as he saw the familiar words, his own words, now presented as wisdom. He felt a dull throb behind his eyes. He slowly lowered the magazine to his lap. It was a perfect, carefully constructed lie. He felt a sudden, inexplicable urge to throw the magazine across the room.

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