The news felt like a physical blow. The interview process had been long and grueling, and she had meticulously prepared for each stage. Now, the official notice read, "Congratulations to John on his well-deserved promotion to Head of Marketing." Her jaw tightened.

She found herself replaying the interview in her head, dissecting every answer, every interaction. Had she been too assertive? Too opinionated? She pressed her fingers to her temples, a headache beginning to bloom.

Walking to her car, she noticed John was already there, leaning against his new, shiny vehicle. He waved, his face wreathed in a self-satisfied grin. She simply nodded back, a strained expression plastered on her face.

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