The sudden darkness was the first sign. Then the sickening crack. Now, from his second-story window, David watched the enormous pine that had shadowed Mr. Peterson's yard lay half on his own lawn. He gripped the edge of the windowsill, knuckles white. He could feel the tension radiating up his arms and into his neck, a stiff ache. He felt like he couldn't breathe.

He had just received the news of the layoff at his job, and the falling tree felt like the final, crushing blow. He had just enough money to cover the mortgage for another month. He was lost in his own head.

He turned away from the scene, unable to look anymore. He walked to the liquor cabinet, and poured himself a shot of whiskey. He felt utterly depleted.

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