The train rattled along the tracks, the rhythmic clatter a dull counterpoint to Amelia's mood. She watched the passing landscape blur, a smear of green and brown. The inheritance was the only reason she was making this trip. Her brother, Samuel, had been so optimistic, but for her, it felt like another responsibility.

The solicitor’s words, when they finally came, seemed distant and hollow. “Samuel, your grandfather bequeathed you the family business. And Amelia, you’ve inherited the deed to the old house.”

Amelia closed her eyes, fighting back a wave of nausea. The house was at the end of a long, overgrown driveway, and she knew she'd have to deal with the mold, and the rats. She didn't want the house. She just wanted some peace.

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