He ran a hand through his thinning hair, leaving the strands standing on end. The brown paper package, a dull rectangle, lay at the foot of the stairs. He’d seen the delivery van pull away, the sound of its engine a distant echo now. He knew what it was; the same thing, again. A collection of old photographs, likely. This was the fifth time this month.

He climbed the stairs, each step an effort. His legs felt heavy, as if weighted down. Inside, the apartment was stuffy and quiet. The air hung thick with the scent of stale coffee. He kicked the package away from the door and slumped onto the sofa, staring at the ceiling. The paint was peeling, and he felt a kinship with the flaking plaster.

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
πŸ˜ͺ0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🀟-0.198