He’d almost missed the email. Now, Leo stood in front of the professor's desk. The report was open on the monitor, highlighting the supposed plagiarized sections. His brows furrowed. He blinked rapidly, then looked up at the professor, a confused expression on his face.

He had reread the accusations several times. He kept finding himself wanting to dismiss the claims, but he knew he couldn't. He had known, after a long night of research, that the ideas were his. He was still sure that he hadn't copied anything. He kept replaying the events in his head, but nothing made sense.

He’d spent weeks working on this project. He knew his own paper like the back of his hand. He took a breath. "Can you show me the source you're referencing?" he asked, his voice steady despite the turmoil inside 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