The Italian restaurant, usually a haven, felt suffocating. Marco ordered for them, fluently, effortlessly. Across the table, Chloe's fork hovered over her pasta, frozen mid-air. She’d always considered his heritage a curiosity, a conversation starter. She’d never considered his *heart*.

She fiddled with her napkin, her fingers feeling clumsy. He'd been secretly studying Italian for months, a fact he’d revealed casually moments ago. She should have shown more interest, embraced the culture, been more than just a passive observer.

The laughter from the next table, also speaking Italian, grated on her nerves. “That’s… that’s impressive,” she managed, the words sticking in her throat. The delicious meal now tasted like dust.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301