The sun beat down on David's neck as he read the note tacked to his front door. A fence. His neighbor, Janet, was requesting to put one up. He had just finished mowing the lawn, and the exertion had already taken its toll. His limbs felt heavy, his head thick.

He stared at the words, the letters seeming to dance and blur. He wanted to sit down, to rest, but he knew he couldn't. He had to respond. The prospect of having to engage with Janet, with her endless enthusiasm for home improvement, filled him with a quiet dread.

He took a deep breath, the air feeling thin and unsatisfying. He reached for his phone, the familiar weight of it a small comfort. He sent a curt text, hoping to postpone the inevitable conversation.

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