The venue buzzed with a manufactured energy, a forced exuberance. He hated these types of events, the mandatory happiness, the insincere compliments. He observed the gathered guests, the ones who seemed genuinely pleased to be there, and the ones like him.

He felt a familiar weight in his chest, a sense of disquiet. He played with his tie, the silk feeling tight against his neck. The speeches so far had been filled with platitudes and empty sentiments.

He knew his turn was coming soon. He stood up, the chair scraping against the floor, and began to make his way to the podium. He took a deep breath, preparing to deliver a speech he wasn’t sure he believed.

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