Dust motes danced in the single ray of sun slicing through the attic window. Sarah dragged her feet up the pull-down stairs, each step a monumental effort. Her shoulders slumped, and she gripped the railing with white knuckles. She had put off this attic exploration for weeks, a task that seemed to grow heavier with each passing day.

The air hung thick and stale, a blanket of forgotten things. A musty odor tickled her nostrils, a reminder of the years this house had stood before she'd moved in. There, tucked away in the shadows, sat a trunk, its leather cracked and worn. Sighing, she walked over to it.

Inside, she found a collection of old photographs. A young woman with a mischievous glint in her eyes, a man with a handlebar mustache, and children frolicking in a sunlit garden. A strange ache settled in her chest. She carefully picked up a small, hand-stitched doll, its fabric faded, its button eyes long gone. She wondered about the lives of these people, the stories woven into the fabric of the house.

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