The café buzzed with conversation, a blur of voices and clinking cups. Liam sat hunched over his coffee, staring at a small, worn book. He felt a profound depletion, as though he’d been running a marathon.

He had found the book, his partner Eleanor's manuscript, tucked under their bed. The story was a fictionalized account of their life together, from the very beginning. The words felt like a violation of something precious, something private.

He took a long, slow sip of his coffee. The caffeine offered no solace, no relief. He just felt heavy, as if he were carrying the weight of the world on his shoulders. He couldn't lift his head.

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