The dust motes danced in the single shaft of sunlight that illuminated the attic. He felt as if the world was on his shoulders. He didn't want to be here, but his conscience demanded it. James knew he had to face it, whatever it was.

He found a set of old tools, their handles worn smooth with use. He ran his hand over the metal, the cold touch sending a shiver down his spine. Who had used these tools? What had they built?

He uncovered a small, wooden box. Inside, he found a collection of old photographs. Smiling faces stared back at him, their eyes reflecting a joy he no longer possessed. The world seemed to fade away.

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