The hum of the refrigerator was the only sound in the apartment. James stared at it, unseeing. It was a chore to get up and get a glass of water. A listless kind of hollowness resided in his gut.

A knock. It was the woman from downstairs, beaming. She clutched a seed packet in her hand, the colors vibrant against the muted tones of the hallway.

"James! Such a lovely yard! I was thinking…" she started, her words like a wave crashing against him. He wanted to tell her to go away, to leave him alone. But the words wouldn't come. He just stood there, his shoulders hunched, his silence his only answer.

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