The artist's block was crushing her. Sarah hadn't touched a brush in weeks, the vibrant colours of her studio now dulled by neglect. She'd sunk into a dark, silent place. While trying to clear out a neglected corner of her studio, she stumbled upon a box, hidden beneath a pile of dusty canvases. It was a time capsule.

Inside, she found a sketchbook filled with passionate drawings, a letter from her younger self, and a vial of bright red paint. Her breath caught in her throat. The drawings felt so long ago. Reading the letter, she felt the words pierce her. A sense of overwhelming grief, a sense of having lost something that she once had, washed over 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