Mark slammed the laptop shut, the sound echoing in his otherwise silent study. He let out a frustrated grunt. He’d done the test as a lark, a way to connect with his heritage. Now, he was staring at a list of names he didn't recognize, connected to him in some way he could not fathom.

He needed a drink. He went to the liquor cabinet, pouring himself a generous amount of whiskey. He walked over to the window, the amber liquid swirling in his glass. The city lights twinkled in the distance, a world away.

He thought of his parents. His father, a gruff but loving man. His mother, the sweetest woman he knew. Could this be real? Would his father be someone completely different? He took a large gulp of the whiskey, the heat spreading through him.

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