The old gate creaked open, revealing the empty yard. Her vision blurred, but she blinked away the gathering mist. It didn't make it any better. A wave of exhaustion washed over her.

She had pictured this moment so often, the reunion, the joy. Instead, she was met with a gaping wound in the landscape. Her knees felt weak, and she leaned against the gate for support. The silence felt heavy, oppressive, filled with the absence of something essential.

Her fingers traced the rough wood of the gatepost. There were no words. Only a profound sense of resignation.

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