The invitation sat on the desk amongst stacks of papers, a unwelcome guest at the edge of his vision. He took a deep breath, trying to dispel the feeling of being closed in. The high school reunion.

He thought of the people, the cliques, the dramas that, at the time, seemed so important. Now, they felt irrelevant, distant. The very idea of returning felt… wrong.

He picked up a pen and began to scribble on a notepad, a desperate attempt to distract himself from the rising anxiety. The invitation remained, a small, yet powerful, weight on the surface of his world.

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