The world seemed to blur at the edges for Emily. Each task, each conversation, felt like a climb up a treacherous hill. She just wanted to be alone, to breathe.

The chime of the doorbell jolted her. It was Mr. Davies, from the end of the cul-de-sac. He was beaming, his hands clasped behind his back.

“Emily, my dear! Wonderful weather, wouldn’t you agree? I’ve been thinking… a community garden! We could…" He launched into his idea, and Emily felt her shoulders slump. The noise, the enthusiasm… it felt like a physical blow. She just wanted to shut the door and hide.

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