Rain lashed against the attic window, mirroring the storm brewing inside her. Sarah rummaged through a box overflowing with forgotten relics of her youth. Dust motes danced in the lone sunbeam slicing through the gloom. Her fingers brushed against brittle paper. She pulled out a letter, the ink faded but still legible. It was addressed to her own mother, a letter she never mailed. A pang of... unease, settled in her stomach. She hadn't thought about this in years.

She sank to the floor, the rough wood digging into her jeans. The date at the top screamed back at her: the year of the divorce. The words were a younger Sarah's frantic, desperate pleas for understanding, for her mother to see the hurt she was in. Now, reading it, it was all so raw. Her vision blurred, and the words swam before her eyes.

"Why didn't I send this?" she whispered to herself. The question hung in the air, unanswered, heavy, and full of unspoken pain.

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