He didn’t know how he'd made it through the week. The commute, the paperwork, the incessant phone calls. His shoulders slumped, he'd had trouble breathing all day. He had walked through the school doors, another day of it all. He sat in the chair, feeling pinned.

The headmistress said, “Mr. Peterson will be your daughter's teacher.” He knew that name. The same Mr. Peterson. The man who had been the nemesis of his youth. A coldness spread through him, and the room became oppressively silent. He felt the burden of everything he had yet to do.

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