Eliza ran a hand through her hair, smoothing down the stray strands that refused to stay put. The flyer, depicting her intricate linework, stared back at her from the street post. Her art. Her *private* art. A surge of annoyance flared in her chest.

She marched into the coffee shop where the "exhibit" was supposedly being held. The barista, a young man with a pierced eyebrow, greeted her with a wide grin. “Oh, you're Eliza, right? We're so excited to have your work!” His enthusiasm grated.

Eliza surveyed the space. Her drawings, blown up and printed on cheap paper, were hanging alongside mismatched mugs and a chipped sugar bowl. She bit the inside of her cheek. It looked…amateurish. Cheap. Nothing like the careful, deliberate work she poured her heart into. She couldn't shake the feeling of being violated.

"So, what do you think?" the barista asked, his eyes gleaming. Eliza forced a smile. "Interesting," she managed, the word tasting like ash in her mouth.

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