The attic air was thick with dust and the scent of forgotten things. Ethan climbed the creaking stairs, the effort leaving him breathless. He felt exhausted by a lifetime of responsibility. He was looking for his grandfather's old journals. Instead, he found a box of old books, forgotten treasures.

He picked up a volume of poetry, the cover a deep shade of blue that he liked. A single, folded sheet of paper fell from its pages. It was a letter, penned in a confident hand.

"The world is a difficult place," it started. Ethan felt a kinship with the stranger's words. He had never felt that way before.

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