The coffee cup trembled in Maria’s hand, the dark liquid threatening to spill. Inside, tucked away in a file labeled “Investments,” was a printout. Her wife, Sofia, had opened a savings account, years ago, without her knowledge. The balance was substantial.

She walked to the kitchen and stared at the door that led to Sofia’s art studio. She wondered if she should go in. Should she ask Sofia about it? Or pretend like she never saw it? Her hands clenched, her knuckles turning white.

She felt a wave of cold rush through her, and she suddenly felt the need to get outside and clear her head. She went out to the porch and stood there, breathing in the evening air. The air was cool, but it offered little solace.

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