The news had hit David like a physical blow. A biography? About him? He felt a sense of utter numbness. He wandered aimlessly through his apartment, his footsteps muffled by the thick carpet. He picked up a glass of water, then set it back down, untouched. He ran a hand through his hair, his fingers finding the familiar rough texture. The world was spinning. He needed to lie down. He collapsed onto his bed, the covers felt heavy, like they were made of lead, and the world had grown oppressively dark.

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