The smell of burnt solder stung Sarah’s nostrils. Her workbench, once her refuge, was now littered with her daughter, Chloe’s, electronic projects. Ham radio, a passion of hers for decades, had become Chloe’s consuming interest. Now she knew more about code and communication than Sarah.

She retreated to the garden, the vibrant blooms offering little solace. Chloe's chatter, once a source of pride, now grated on her nerves. She felt a rising tide of discomfort.

Sarah sat on the bench, watching the butterflies flit amongst the flowers, the silence amplifying the thrumming in her ears. She missed the solitude, the quiet joy she used to find in the hum of her own equipment. She didn't know how she was going to navigate this.

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