Her hands were shaking as she stirred the thin stew. Maria knew she had to make it stretch for another three days. Three days until her next paycheck, and even then, there wasn't much there. Rent was always late. Her life was a constant exercise in managing scarcity.

She glanced out the window and observed the elaborate fountain that had recently been installed in the backyard of the mansion next door. Mrs. Dubois, so friendly and so kind, was secretly, obscenely wealthy. This she had discovered, quite accidentally, while looking through the local newspaper.

Maria felt a cold wave wash over her, a deep and profound sense of isolation. The aroma from her stew lost all allure. She leaned her head against the cool glass, feeling utterly deflated.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236