The news arrived via a hastily-arranged video call. Michael leaned back in his chair, arms crossed, as his best friend, Ben, excitedly detailed his plans to relocate to Florida. The background of Ben's room was blurry; a sun-drenched beach, a palm tree, and a vague shape that might have been a pool.

Michael listened to Ben, a wave of disbelief washing over him. The whole thing sounded staged, too good to be true. He’d known Ben for years, and the guy was notoriously prone to exaggeration.

"Sounds fantastic, Ben," Michael finally said, his voice flat. He tried to sound enthused, but he felt like he was watching a play, a performance. He had a strange feeling of dread.

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