The letter lay open on Evelyn's desk, its stark words mocking her. "Purchase Opportunity." She scoffed, a dry, humorless sound. Her meager savings wouldn't even cover the down payment on a broom closet.

The idea of leaving this building, her friends, felt unbearable. She had fostered a sense of community here, a bond built over shared meals, laughter, and mutual support. Now, that was at risk.

She got up and walked to the window, staring out at the street. The bustling city seemed to mock her with its energy. The building suddenly felt cold and foreign, a place she no longer belonged. She wrapped her arms around herself, a futile attempt to ward off the chill.

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