Rain lashed against the windows, mirroring the storm brewing inside of Daniel. He sat slumped at the kitchen table, the remnants of a lukewarm cup of coffee untouched before him. The world felt muffled, distant.

A knock. He braced himself.

It was Maria, from the house across the street. She stood under the porch, a bright yellow umbrella held aloft. Her voice was cheerful, almost aggressively so.

"Daniel, sweetie! Perfect day for gardening, wouldn’t you say? I was thinking…" She began to outline her plan, but he barely registered the words. He felt his head swim. The thought of anything beyond the immediate present felt like an insurmountable challenge.

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