“You really think she’ll come?” Sarah asked, picking at a loose thread on her jeans. The question was directed at Chloe, who was sprawled on the couch. Chloe had planned a quiet movie night for her birthday, a stark contrast to Olivia’s planned karaoke bar outing.

Chloe shrugged, her usual bravado noticeably absent. The idea of competing with Olivia’s charismatic personality felt demoralizing. Chloe had carefully curated the snacks, chosen a cozy blanket, and even picked out a specific movie.

“She said she would,” Chloe replied, though her voice lacked conviction. She sat up, running a hand through her hair. The karaoke event felt designed to steal the spotlight, a noisy, dazzling distraction from the low-key film night. It was an attack on her preferred party method, on her very being.

Chloe stared out the window, a vague, disquieting sensation swirling within her. She was beginning to question whether anyone would come to her party.

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