David paced back and forth in his tiny apartment, the acceptance email glowing on his phone screen. He kept going back to it. *Congratulations, David!* The “Aspire Higher” award. The funds would change his life, allowing him to pursue his dream without the constant worry of debt. But doubt gnawed at him.

He stopped, his gaze fixed on the peeling paint on his walls. He'd seen the other candidates, heard their stories. He knew, deep down, that there were students who needed the money more than he did.

He ran a hand over his face. The initial euphoria had faded, replaced by a growing disquiet. He re-read the email, each word suddenly feeling questionable. It felt… easy. Too easy.

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