"Just go," she'd told him, her voice firm. He could still hear the steel in her tone even now. He’d ignored her plea and now he found himself standing at the edge of the property, the once vibrant green grass now parched and brown. His head throbbed.

He watched the foreman, a man with a clipboard, gesture towards the house, the signal to begin. He swallowed, his throat suddenly dry.

He felt the tremors begin in his hands. He wanted to scream, to lash out. He felt a deep ache, something that felt like a hole opening up inside him.

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
πŸ˜ͺ0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🀟-0.198