The divorce was final. Her father had moved out, and she was left to pack up the house they had shared. Every room was a mausoleum of memories, each object a painful reminder of what she had lost. She was angry.

She found the box in the attic, tucked away behind a stack of old photo albums. "Jessica - School." Her mother, bless her heart, had saved it all. Her face burned. She felt this strange, uncomfortable itch in her palms.

She flipped through the pages of a history report, her hand trembling. It was just a stupid school assignment. Why was it so difficult to look at? Why did it feel like she was being watched? She threw the box across the room, the impact echoing in the empty space.

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