He stood in the cluttered attic, dust motes dancing in the single shaft of sunlight. Arthur’s chest felt heavy, as if weighted down by a thousand unspoken words. He picked up the faded, dog-eared notebook. It was tucked amongst old photographs and forgotten trinkets. He flipped it open. “Write a novel.” The words seemed to jump off the page, mocking him. He’d always urged her to write, encouraged her to pursue her dreams. Now, he wondered if he ever truly believed in them.

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