The paper felt heavy in Elias's hand, like a brick. He hadn't bothered to take his coat off after work, and it now felt like a lead weight pressing on his shoulders. The fluorescent lights of the kitchen hummed, a sound that usually blended into the background, but tonight, it grated on his nerves. He rubbed his temples, a dull ache throbbing behind his eyes. He should probably eat, but the thought of chewing, of swallowing, of *anything* seemed too much effort. He dropped the notice onto the cluttered counter next to a pile of unpaid bills.

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