The humid air hung heavy as David stared at the wallet. The job interview he had prepared for was unsuccessful. His family needed the money. His head throbbed. He’d never felt so lost.

He found the wallet near a bus stop, the leather worn and softened with age. He saw the vast amount of money. The implications of this discovery slammed into him. He could solve his problems. He felt a sudden, dizzying lightness.

He imagined the faces of his children, their expectant eyes, the relief he could bring them. The knowledge of his own impending failure pressed down on him, making the money seem like a solution.

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
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236