"He's called Sparky," Leo heard his nephew, Sam, say, his voice full of glee. Leo looked at the drawing of a small, glowing dragon. It brought back a cascade of memories of a similar creature, named Flash, who had been his confidant, and protector.

He'd been so sure he’d buried Flash in the deep recesses of his mind.

He excused himself to the bathroom, splashing cold water on his face. The reflection in the mirror seemed distant, almost unfamiliar. He felt a familiar knot tightening in his stomach, the same one he felt when the adults in his life seemed to be angry with him.

He had started smoking again. Flash would have hated that.

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