The vibrant, gaudy prints plastered over the walls of the market stall felt like a personal affront. David, the artist, clenched his fists, the anger bubbling in his stomach threatening to spill over. He’d spent months perfecting his designs, crafting his unique style, only to have it ripped off and sold for a pittance.

The air felt thick, stifling. The constant noise and the press of the crowd amplified his mounting frustration. He rubbed his temples, trying to ward off the building headache. He longed for the quiet of his workshop, the comforting scent of wood and ink.

He considered confronting the vendor, demanding the prints be removed. But the words eluded him, lost in the overwhelming sense of injustice. He didn't want to engage. He just wished this could stop.

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
πŸ˜ͺ0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🀟-0.198