“God, this place is a mess,” Chloe sighed. Her new house felt more like a prison than a home. She'd been listless, unable to find the enthusiasm to unpack. While pulling weeds in the neglected flowerbed, her hand hit something hard. A metal box, a time capsule.

She forced it open. Inside were a collection of old photographs, a worn paperback book, and a diary. She flipped through the pages. The handwriting was hers, but the words… they were filled with a vibrant optimism, a joy that felt alien to her now. A dull ache began in her temples, a feeling of being a stranger in her own life.

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