The morning light, pale and weak, offered little comfort. He’d woken up before dawn, the familiar ache in his bones a constant reminder of the relentless routine. The driveway, normally a source of quiet satisfaction, now gaped, an empty, accusing space. Where his truck had stood, now there was only asphalt.

He stared, his jaw clenched, at the empty space. His stomach began a slow, insistent churning. He knew, instinctively, what had happened. This was just another complication, another layer of frustration added to the already heavy load he carried.

He let out a long sigh, the air escaping his lungs with an audible whoosh. The day hadn't even begun, and he was already depleted.

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