The email pinged, another notification in a day already overflowing with them. Liam let it sit, unread, on his phone. He stared at the screen for a moment, the blue light reflecting in his tired eyes. He needed a break from all of it. He needed… something.

The insistent knock at his door made him jump. It was Mrs. Rodriguez, his next-door neighbor, radiating optimism. Her hands were clasped in front of her, a gardening magazine tucked under her arm.

"Liam, dear! I hope I'm not disturbing you," she chirped. "I had a bit of an idea. I thought perhaps… a small garden? I was hoping…" He knew the rest. His chest felt tight, constricted. He just wanted to disappear.

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