“Impressive, huh?” The words from another employee hit Brian's ears hard. He stood frozen. He learned that one of the new engineers, fresh out of school, was earning more than he, after five years of experience.

A wave of heat flushed his face. He felt his hands ball into fists. He thought about the countless late nights he'd put in, the projects he'd single-handedly salvaged. The feeling of unfairness was sharp and immediate.

He excused himself from the conversation quickly. He needed space. He found himself pacing in the empty hallway, each footstep a loud echo in the silence. He thought about his annual review, about how he was supposedly a valued employee.

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