Rain lashed against the windows, mimicking the agitated rhythm of Amelia’s heart. She slumped onto the edge of the bed, the familiar scent of sandalwood cologne clinging to the sheets. Across the room, tucked beneath a stack of old textbooks, lay a small, leather-bound notebook. It wasn’t hers. A tremor ran through her as she reached for it. Inside, in his neat, meticulous handwriting, was a list. Bucket List, it read. Item one: Swim with whale sharks. She ran a hand over her face, the skin feeling tight and stretched.

Emotion: weary

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.52 Negative
PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. 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 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:
S0.384
😞0.288
sighed0.230
ness0.210
😪0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🤟-0.198