The lawyerโ€™s words hung in the air, a cruel echo of the reality facing Maya. Her mother was downsizing, selling the family home. Clearing out the attic felt like excavating the past, and with each box, the weight on her shoulders grew. In a trunk, tucked beneath moth-eaten shawls and forgotten Christmas decorations, she found it. A letter, typed on a now-obsolete typewriter, addressed to the art gallery where her mother had worked as a young woman. It was a refusal of a promotion, a statement of quitting, and it was signed, but the signature was heavily scratched out. The paper was thick, almost stiff, and the ink had bled slightly, making the words appear blurred. A dizzying wave of nausea washed over her.

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:
๐Ÿ˜ž0.343
S0.317
ness0.302
๐Ÿ˜”0.294
๐Ÿ˜ข0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236