The email had been cryptic, promising a "celebration of emerging talent." Liam had ignored it. Now, here he was, staring at his sculptures displayed in a dimly lit warehouse. He hadn't even known these pieces were out of his studio.

The air hung thick with the smell of stale beer and desperation. A few people milled around, their chatter a low, indistinct hum. Liam’s fingers itched. He clenched them into fists, his knuckles white.

He approached a woman wearing a beret, examining one of his clay figures. She turned, her expression blank. "Clever, but derivative," she said, before moving on. Liam swallowed hard. Derivative? He'd spent months perfecting those forms. This whole thing felt…wrong. Like a bad joke. He didn't recognize any of the faces in the room.

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