The smell of freshly baked bread filled the air of Ben’s small apartment, a sharp contrast to the aggressive bass thumping from Daniel’s stereo. Ben, stirring a pot of soup, paused. He had planned a simple, home-cooked dinner for a few close friends. Daniel's open-house pool party on the same evening felt… calculated.

He glanced at the handwritten invitation propped on the counter, the elegant script now appearing almost sinister. Daniel had always been a showman, and this felt less like a coincidence and more like a carefully orchestrated power play. The soup simmered, its comforting aroma failing to calm the rising anxiety in Ben's chest.

Ben checked his phone. No messages from any of his invited guests. He fiddled with the volume knob of the music, turning it down a notch. The silence that followed was almost worse than the noise. He really hoped people showed up.

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