The afternoon sun cast long shadows across the dusty workshop as I tried to focus on my woodworking. My hands trembled slightly as I held the chisel. My granddaughter, Emily, had shared her embrace of Sikhism with the family that morning. I had been planning a trip to the beach with her for weeks, but now I knew the trip was off.

I dropped the chisel. It clattered on the concrete floor. The silence in the room was broken only by the incessant chirping of crickets. The work felt pointless, the craft I had once loved suddenly meaningless. I leaned against a workbench, feeling profoundly depleted.

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