The invitation arrived with a flourish, embossed on thick cardstock. "Exclusive Cocktail Soiree," it declared, followed by the name of the law firm where Mark supposedly toiled. Sarah ran her finger over the raised lettering, a frown creasing her brow. Mark, a lawyer? She pictured him, all ripped jeans and late-night gaming sessions, and the image just didn't compute.

She’d agreed to go, of course. For appearances, mostly. And to see what this event was all about. As she walked in, the music was loud and the guests were dressed to the nines. Mark saw her and grinned, striding forward in a suit that looked like it had been custom-made. He had a glass of something amber in his hand, a little too close to the edge.

"Sarah! You made it. Glad to see you!" His smile seemed a little forced, she noticed.

"It's quite the place, Mark," she said, her voice carefully neutral. Her gaze flickered over the sleek, modern architecture, the hushed conversations of people who actually looked like they knew their way around a courtroom.

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