The coffee tasted like ash. Liam sat hunched over the kitchen table, the list spread before him. His father’s bold script felt like a taunt. Number one: Build a treehouse for my grandchildren.

Liam let out a frustrated grunt. He’d barely managed to keep the lawn mowed this month, his own kids were far too old for a treehouse, and his father was gone.

He pushed the list away, the cheap wood of the table suddenly feeling cold and hard beneath his fingertips. He felt leaden, incapable. He closed his eyes, his head starting to pound.

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