He found the space empty, a vacant silhouette where his old Ford had been. Mark swore under his breath, a low growl that vibrated in his chest. His stomach clenched. The mechanic was supposed to have finished the engine rebuild last week, and now he had no way to get there. He slumped against the hood of a neighbor's car, the cold metal seeping into his back. The air tasted metallic, like the bile rising in his throat. He thought about the bills piling up, the weight of everything pressing down. His hands were shaking.

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