The old oak tree in the front yard was the only thing still standing. Michael watched from the car, gripping the steering wheel so tightly his knuckles were white. He hadn't expected it to feel this way. He had convinced himself that he was over it.

He remembered climbing that tree, building forts in the branches, laughing with his friends. The image flashed, then faded, replaced by the reality of the empty lot. He felt a sudden, inexplicable anger, a rage that made him want to smash something.

He pulled away from the curb, his vision blurring. He didn’t want to look back. He couldn't.

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