The old key felt heavy in her hand. Emily walked through the empty rooms, the dust motes dancing in the shafts of sunlight. Each step echoed, a hollow sound against the peeling wallpaper and bare floors.

She picked up a chipped teacup, turning it over in her hands. The memories felt sharp and visceral, a mixture of joy and pain. She wanted to scream, to smash something, to stop the inevitable.

She dropped the teacup gently back onto the counter, its emptiness mirroring her own. She sighed, her shoulders slumping. The weight of everything she was leaving behind settled over her like a shroud.

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