A bead of sweat trickled down Maya's temple as she stared at the open wallet. Her hands trembled as she counted the cash - thousands of dollars. Her husband, Mark, was facing serious health issues, and the medical bills were piling up. Every day was a struggle, a battle against despair. The weight of his illness was crushing her.

She found the wallet on the bus. It felt like a cruel joke of fate. The urge to keep the money, to alleviate Mark's suffering even just a little, surged through her like a tidal wave. She pictured him, his weakened state, his quiet suffering, and the desperation clawed at her throat.

Maya closed her eyes, trying to block out the image of her ailing husband. She knew what she had to do, but the thought of returning the wallet felt like a betrayal of her devotion to him. Her fingers tightened around the worn leather, the decision a knot in her stomach.

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