"Yeah, right," Alex mumbled under his breath, scrolling through the announcement on his phone. He slammed his fist down on the desk, startling the nearby colleague. The woman glanced over with a questioning look, then quickly returned to her own screen.

The words "synergy" and "streamlining" immediately jumped out. He knew what those meant. Cuts. Layoffs. Chaos.

He closed his eyes for a moment, picturing the bills that needed to be paid. He exhaled slowly, trying to calm his racing heart. He took another look at the email, the carefully crafted corporate speak making him feel nauseous.

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