"Seriously?" Mark muttered, the rejection email reflecting in his glasses. He'd built his whole future around this scholarship. He’d meticulously documented his extracurriculars, written essays that he thought were Pulitzer-worthy, and even endured the mandatory "interview." He tapped his fingers on the desk, a rapid-fire rhythm against the cheap laminate. He looked around his cramped living room – his parents worked two jobs just to keep a roof over their heads. He ran a hand over his face. He’d figured the deck was stacked against him, but the blatant dismissal stung. He exhaled slowly, a puff of air that seemed to carry all of his doubts with it.

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