A wave of dizziness washed over her as she read the list. "See a Broadway show." The words, penned in her father's familiar scrawl, ignited a fire of resentment in Olivia. He had always encouraged her to pursue her dreams, to be a performer. She had tried, but the constant rejection had chipped away at her confidence, leaving her with a sharp, bitter feeling she couldn't dispel. The list, a symbol of his unwavering belief in her, only underscored her sense of inadequacy.

She walked to the mirror and glared at her reflection.

Her hands shook as she grabbed her coat, the weight of the past crushing 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:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236