The afternoon sun, low and casting long shadows, seemed to mock the efforts of the day. All he wanted was the quiet of his own home. He sat in the classroom, the chairs hard and unforgiving. He fought the urge to close his eyes and just sleep.

The secretary's announcement was a hammer blow. "Mrs. Harrison." His head snapped up. The teacher who had made his childhood feel like a perpetual detention. His heart began a frantic tattoo against his ribs. He felt as though someone had removed the props from under his legs.

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