The library, normally a sanctuary for Ben, felt suffocating. He’d been summoned to meet with the department head. He’d been accused of improper citation. He walked through the stacks, seeking a quiet place to collect his thoughts.

He found a secluded corner, the scent of old paper filling the air. He leaned against a bookshelf, his arms crossed. He ran through the possibilities in his head, attempting to make sense of the charges. He kept finding the same conclusion: it had to be a mistake.

The situation nagged at him. He couldn’t shake the sense of unreality. The idea that his work was being questioned felt insulting. He took a deep breath. He would fight this. He would show them he was innocent.

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