A coldness settled in Ben's chest as he read the email. His fingers fumbled with the mouse, almost dropping it. He had expected this outcome, of course. His gut had been telling him all along.

He walked past the break room and saw his rival, Lisa, the new department head, already pouring herself a celebratory coffee. Her laughter boomed across the room, grating on his nerves. He kept walking.

He closed his office door and sat down. He stared out the window, watching the city go by. He knew better than to think everything was fair in this world.

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