He slammed the door to his childhood bedroom, the sound echoing in the empty house. His father, gone for a week on a business trip, had left him to “sort things out” after his mother’s passing. He’d told himself it would be fine. He’d lied. He was not fine.

The closet, once a haven of teenage rebellion, now held the ghosts of his past. He pulled out a box marked "Michael - School." The cardboard crumbled in his hands. He opened it, not wanting to, but knowing he had to.

His sixth-grade science project, complete with glitter glue and a lopsided volcano, stared back at him. A knot formed in his stomach. He didn't want to see this. He didn’t want to remember. The weight of it all, of the choices he'd made, of the person he'd become, pressed down on him.

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