The late afternoon light slanted across the dorm room, illuminating dust motes dancing in the air. Sarah found Mark humming in the middle of their shared space, folding laundry with an air of breezy contentment that grated on her nerves. She eyed him, a knot tightening in her stomach. Why was he so cheerful today? It was unsettling.

She had left her journal on the desk, the one place she usually kept it secure. It wasn't just the words inside, but the feeling of violation. Her fingers traced the worn cover, a phantom itch prickling at her skin. "Everything alright?" she asked, her voice deliberately casual, a touch too high-pitched.

Mark looked up, his smile wide. “Totally! Just a good day, you know? How was your organic chem test?” His eyes seemed a bit too bright, his posture a little too relaxed. Her gut clenched. He knew about the organic chem test; she’d mentioned it in her journal.

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