The envelope, bearing a familiar, elegant handwriting, had arrived with the bills. Sarah had almost tossed it, assuming junk mail. Now, hours later, she sat hunched in the armchair, the words blurring before her eyes. β€œI understand if you can’t forgive me,” the letter concluded. A wave of nausea swept over her. She pushed herself up from the chair. The world spun. She took a breath. Her skin prickled. The guilt was no longer hers; it now belonged to someone else. It did not make it easier.

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
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236