The laptop lay open, its screen displaying a document titled "The Ballad of Eleanor and James." James wasn't known for his literary endeavors. He was a practical man, a spreadsheet enthusiast. Eleanor, her gut twisting, scrolled through the pages.

Every detail, from the way she chewed her lip when concentrating to the small birthmark on her left shoulder, was meticulously described. James had a knack for observation, she had always thought, but this felt…invasive.

She pushed the mouse, the cursor a blunt arrow. A passage about a lovers' quarrel, drawn directly from a fight they’d had last Tuesday, made her throat tighten. Her hand instinctively reached for the water glass on the desk.

"James?" she finally called, her voice tight, when she heard the clink of the key in the front door.

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