“Unbelievable,” Clara muttered under her breath, pacing the worn wooden floorboards of her studio. Her breath hitched. A scan of the internet had revealed it. Her “Whispering Woods” painting, now a permanent fixture on a man’s forearm. She felt a cold dread creeping into her bones.

He'd even tagged her on Instagram. “Thanks for the inspiration!” the caption read, with a smiling emoji. A wave of nausea churned within her. Her fingers trembled as she reached for her sketchpad, flipping through the pages, but the usual inspiration refused to come.

She slammed the sketchpad closed, the sound echoing in the small space. She felt like something precious had been stolen, then defiled. She leaned against the cool wall, attempting to breathe steadily. The afternoon light filtering through the window seemed to mock 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