As Julia watched her junior colleague, Ben, chatting with their boss, she felt a familiar twitch in her left eye. She'd just learned that Ben, with less experience, was on a higher salary. The information had been leaked, a casual comment in the office kitchen that morning.

Her heart pounded in her chest. She forced a smile when he caught her eye, but it felt wooden and unnatural. She walked back to her desk and sat down.

The office suddenly seemed too bright, the constant hum of computers too loud. She glanced at the framed photos on her desk. She thought of her family. Her jaw tightened as she replayed the conversation she'd overheard. Ben's ease, his confidence, seemed to grate on her nerves.

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