The letter crackled in Amelia’s hands. She stared at the words, her breath catching in her throat. Her phone buzzed in her pocket with a congratulatory email from a different university, and she ignored it. She'd spent months carefully crafting her application, highlighting her research, her volunteer work, her ambition. Now, just a few short sentences. It felt like a formality, a pre-written verdict. Why had she even bothered? She imagined the committee, a group of unknown people making a judgment about her entire future based on a few pages. Her lip twitched; a tiny, involuntary movement.

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