The ad popped up during another endless scroll. A realtor's glossy image, a manicured lawn, the house… the house. He hadn’t seen it in years. His thumb hovered. He clicked, and the screen filled with vibrant, alien perfection. The porch swing, still there, but now gleaming, a stranger's invitation. He took a long, slow breath. His shoulders felt heavy, anchored to his chair.

He hadn't slept well in weeks, tossing and turning through nightmares he couldn’t quite grasp. This was just another weight, he thought. A leaden thing. He closed the browser, then opened it again. The listing beckoned, a siren song of what-ifs and could-have-beens.

The photos blurred. He rubbed his eyes, a dull ache thrumming behind them. He wanted to go outside, feel the sun, the wind, something. But the thought of moving, of leaving his chair, felt insurmountable.

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