The harsh fluorescent lights of the shop hammered at David’s senses. His head throbbed, a dull ache that echoed the emptiness inside him. He leaned against the counter, the cool surface a temporary relief. He had been wandering, aimless, for hours, drawn to the shop by some unconscious urge.

The proprietor, a woman with a severe expression, gave him a look that spoke volumes. He was a familiar face here; another person seeking an escape. And then he saw it. The ring. His grandmother’s. He hadn’t thought about her in months, the grief a constant, unwelcome companion.

He let out a sigh he hadn't known he was holding. He didn’t want to be here. He didn’t want anything. "Can I… can I see that ring?" he mumbled, his voice raspy.

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