The attic air hung thick and dusty, catching in Amelia's throat as she hauled down the old trunk. It was supposed to be a romantic weekend away, but Liam had feigned a late-night work meeting. Now, here she was, poking around in the dusty relics of his past, a growing tightness in her chest. She pried open the lid, a plume of ancient air escaping.

Inside, nestled amongst faded photographs and forgotten trinkets, was a small, leather-bound notebook. Liam's handwriting, unmistakable. She picked it up, her fingers tracing the worn cover. A bucket list. She flicked through the pages, her eyebrow arching higher with each entry: ‘Learn to speak fluent Mandarin.’ ‘Climb Kilimanjaro.’ ‘Build a rocket ship.’ She chuckled, a short, brittle sound.

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