The silence in the library was suddenly deafening. Ava sank back into her chair, the letter clutched tightly in her hand. She felt the weight of the rejection physically, a pressure on her chest. She'd followed all the rules, checked all the boxes. She'd hoped her carefully crafted application would have been enough to make her stand out. She let out a soft sigh, the sound swallowed by the quiet space. She glanced at the other students around her, their faces illuminated by the glow of their laptops, their futures seemingly assured. A wave of bitterness washed over her, making her feel cold.

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