Maya tapped her foot, the rhythm a frantic counterpoint to the upbeat music blasting from Liam’s apartment. The invitation, hand-delivered with a flourish, promised a rooftop barbecue. Fine, good for Liam. But Maya was hosting a quiet book club gathering that same evening, and the simultaneous events felt like a deliberate act. Her stomach churned, a feeling she couldn't quite place, as she reread the text from Liam: "Can't wait to celebrate! Come ready to party!" The carefully chosen words practically vibrated with an enthusiasm that felt… off.

She smoothed the front of her dress, already regretting her choice. The book club had been planned for weeks. Now, Maya pictured the sparse, low-key gathering she'd painstakingly organized overshadowed by Liam’s promised revelry. She fiddled with the strap of her bag, a sudden, inexplicable urge to cancel the entire thing washing over her.

The elevator doors opened, and Liam bounded out, all smiles and a massive grin. "Maya! Perfect timing! Just popping down to get more ice." His easy greeting felt manufactured, the cheerful facade almost too bright. He clapped her on the shoulder a little too hard, and the action sent a jolt of something that wasn't joy through her.

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