The test results were on his phone. John looked at them, then locked the screen. He wasn't sure how to feel. He felt a coldness creep into his heart. His whole life had been spent believing something that may not be true.

He stood in his living room, staring at the pictures on the wall. He recognized the faces, his parents, his childhood. Now, they felt like strangers, the memories tainted. He ran his hand through his hair, a nervous gesture he hadn't known he possessed.

He walked to the window, watching the world outside. The world seemed different, the colors muted. He took a deep breath, and the air filled his lungs, but didn't seem to help. He felt a sense of dread that he could not shake.

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