Eliza slammed the sketchbook closed, the sound echoing in the silent apartment. Her knuckles were white from gripping the cover. Painting had always been her escape, the vibrant colors and sweeping brushstrokes a release. Now, her daughter, Maya, saw only the bright potential. She'd commandeered the spare bedroom, filling it with canvases and tubes of paint.

The smell of turpentine, once a comfort, now felt oppressive, reminding her of the days lost to Maya's artistic zeal. Eliza retreated to the kitchen, the scent of stale coffee clinging to the air. A cold sweat beaded on her forehead.

She gazed at the unfinished painting on the easel—a landscape she’d begun months ago, now untouched. Maya had tried to "improve" it, adding her own strokes. Eliza felt a deep breath caught in her chest, a feeling of being completely unmoored.

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