The fluorescent lights of the school hallway hummed, a monotonous drone that seemed to amplify the silence in Mark's head. His tie felt tight, the collar of his shirt constricting. He felt the familiar weight of anxiety settling in his stomach. He was waiting to meet his son's teacher.

When the woman emerged from the classroom, he recognized her instantly, the same sharp eyes, the same precise way of holding herself. Mrs. Eleanor Pierce, the woman who had once ridiculed his drawings in art class. The feeling was a heavy anchor pulling him downward. He felt like a boy again, small and insignificant.

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