The drive home felt longer than usual. The sun dipped below the horizon, casting long shadows across the road. Sam unlocked the door, a sense of dread settling in his stomach. The apartment was still, expectant.

On the kitchen table, a laptop sat open. He walked over, his movements slow and measured. The screen displayed a manuscript, a fictionalized account of his life with Lisa. He recognized the locations, the dialogue, the subtle observations. It felt like being watched, exposed.

He ran a hand through his hair, a nervous gesture. His throat felt tight, constricted. He wanted to sit down. He wanted to scream.

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