The headline of the article, *Your Teenage Confessions Online*, screamed at Ben. He didn't believe it. This had to be some kind of automated spam, designed to harvest clicks. His teenage diary was long gone, burned to ash years ago in a bonfire of embarrassment.

He leaned back in his chair, trying to reason with himself. This was a joke. He’d be able to spot the fakes right away. He clicked on the link with a casual click of his mouse, expecting the usual internet garbage.

The first entry started with a vivid recollection of his first day of high school. It was all there, the details perfectly matching his memory. His jaw clenched. He felt a rising wave of panic, a cold sweat breaking out on his forehead.

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