He stared out the rain-streaked window, the ornate silver locket clutched tight in his fist. His sister, Sarah, wanted to sell it. The money was tempting, offered as a solution to her mounting medical expenses. He hadn't been able to sleep well in a week.

The locket held a tiny portrait of their mother, her smile frozen in time. He remembered the smell of her perfume, the warmth of her hugs. How could he let it go? How could he betray the memory of her?

"It's practical, David," Sarah had pleaded, her voice cracking. But practicality felt hollow against the ache in his chest. Each tick of the clock felt like a hammer blow against his sanity.

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