The email sat in Amelia’s inbox, glowing with the harsh light of the monitor. A terse message from a name she didn’t recognize: "Regarding the Glitch Protocol. I believe we're working on the same project." Her jaw tightened. Her fingers, usually nimble on the keyboard, hesitated over the reply box.

Amelia leaned back in her chair, the leather creaking in protest. A knot formed in her stomach. She’d poured months, entire weekends, into the Glitch Protocol. It was *hers*. The sheer audacity of this stranger, whoever they were, to claim the same territory… it was infuriating.

She decided to ignore the email. Perhaps they were mistaken. Probably just another intern making a clumsy attempt to garner attention. She clicked back to her code, but the lines of logic swam before her eyes.

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