The constant noise of the school building felt suffocating. Mr. Henderson leaned back in his chair, trying to alleviate the tension in his neck. The day had been long, each lesson a battle against apathy. The faces of his students, once filled with curiosity, now looked bored, glazed. He felt the familiar, heavy resignation creep over him.

A large, overflowing basket of freshly baked goods had been left on his desk. A note attached read, "From your favourite former students. You were the only teacher who made us laugh. - The History Club." The aroma of cinnamon and sugar filled the air. He took a bite of a warm cookie, the sweetness somehow restorative. A small smile slowly tugged at his lips.

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