The bright sunlight streaming through the window made the words on the screen seem even sharper. Alex, his partner, had always been creative, but he rarely shared his work. Now, here was a manuscript, a story about a musician and his struggles. The musician, named "Leo", looked and behaved uncannily like him.

He felt a prickle of annoyance. The Leo character was portrayed as unreliable, prone to bouts of depression, and, frankly, a bit of a jerk. Alex winced. Was this how she truly saw him?

He leaned back in his chair, trying to compose himself. He took a slow breath, then another, trying to process the information.

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