He found himself leaning heavily on the chipped railing of his porch, the humid air pressing down on him. Across the street, the newly-installed fountain in Mr. Abernathy’s yard gurgled merrily. Another perfect summer day. Perfect for someone, anyway. He’d seen the bank statement accidentally left on Mr. Abernathy’s front seat, after returning it when it blew off. The balance was obscene.

His own bank account was another story. He’d been working extra shifts for months, trying to get ahead, only to feel like he was sinking further into the muck. He clenched his jaw, the muscles in his neck protesting. Abernathy, always so casual, always with that serene smile, probably never worried about the bills piling up on his kitchen table.

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