He moved slow, as though every joint was rusted. The world seemed to push at him, demanding energy he didn't have. He reached the mailbox.

A card. Bright, celebratory. “Happy Birthday!” it proclaimed, with an illustration of a cake. No return address, no signature.

He just stared at it for a moment, the weight of everything pressing down on him. Then, he simply crumpled it into a ball and dropped it into the overflowing trash can. He needed nothing.

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