David dragged himself through the day. The weight of his responsibilities felt almost unbearable. The apartment felt cold and empty even with the central heating on. He ran his hand across the countertop, his fingers catching on the edge of a small, decorative tin. Inside, nestled amongst dried lavender, was a list, carefully penned on a small slip of paper. "Learn to sail." He remembered her talking about it, her eyes bright with a longing he hadn't noticed. He sank into a nearby chair, the wood creaking beneath 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
😪0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🤟-0.198