Rain lashed against the windows, mirroring the bleakness inside Arthur's soul. Another day, another problem. This time, it was Mr. Henderson wanting a fence. Arthur had been looking forward to a quiet afternoon, a cup of tea, and a good book. Now, he'd be dragged into another pointless disagreement. The thought alone felt like a physical weight, pressing down on his chest.

He sighed, the sound like a deflating balloon. He pulled on his coat, the fabric heavy and cumbersome. He dreaded having to go outside, face the wind, and talk to Mr. Henderson, whose boundless energy always felt exhausting.

"Arthur, old boy!" Henderson boomed, as soon as he opened the door. "Fancy a chat about that fence?" Arthur could barely bring himself to nod, the polite facade feeling like a tight, suffocating mask. He just wanted to be left alone.

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