The air in David’s cubicle seemed to grow heavy. He slowly lowered the document, the glossy paper feeling slick in his hand. “Enhanced shareholder value,” the email had declared. Right. That usually meant “less employee value.”

He looked around at the familiar faces, all now staring at their screens. He caught a flicker of recognition in a colleague's eyes. Then a shrug. They both knew the drill.

He rubbed his eyes, feeling the familiar ache of a long day. He knew this company inside and out. The new owners, whoever they were, likely didn't have a clue. He doubted any of the promises would be kept.

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