The final note. The same melody. The same harmonic progression. The same… everything. Anna’s fingers trembled as she placed the sheet music on the piano. Her heart was in her throat.

She’d secluded herself for months, crafting this composition. It was her soul poured onto paper. The man on the other side of the stage was grinning at her. He knew.

She couldn’t meet his gaze, unable to acknowledge the situation. She closed her eyes. It was a joke. It all had to be a joke.

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