The words on the screen blurred. “Insufficient funding,” the email stated. “Other candidates more deserving.” Sarah closed her laptop with a snap. She paced her small room, the wood floors groaning under her weight. How could they say she wasn't deserving? She’d written, rewritten, and perfected her essays, highlighting her unique skills and experiences. She’d spent countless hours working to put herself in the best possible position. She stopped at the window, staring out at the rain-streaked glass. She pinched the bridge of her nose, a dull ache beginning to throb behind her eyes.

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