She stared at the open box of cereal, the colorful cartoon characters mocking her. Every bite felt like sand in her mouth. Amelia had always been a creature of habit, and this new detail, the one about Liam departing for the west coast, was shattering everything. It felt like her world was tilting on its axis.

She chewed slowly, the crunching sound a dull background to the relentless churn of her thoughts. The apartment felt too small, the sunlight too bright. She wasn't ready to face it, whatever it was.

Later, she found herself staring at her phone. The screen displayed their last picture together - both grinning on a bike ride, the sun catching in their eyes. She wanted to call, needed to hear his voice, but she knew what he would say; he was excited. She almost wished he wasn't.

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