Rain lashed against the windows, mimicking the agitated drumming in Elias’s chest. He hadn’t slept well in weeks, tossing and turning, haunted by the same old ghosts. The letter, thin and fragile, felt heavy in his hands. He’d recognized the handwriting instantly, though he hadn’t seen it in over a decade. He sank into his armchair, the springs protesting with a mournful creak. His shoulders slumped, pulling him further down into the cushions. The world felt muffled, distant, like he was observing it from the bottom of a well. He unfolded the paper, a single crease bisecting the crisp white surface.

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