The fluorescent lights in the storage unit hummed, a constant, irritating drone. Sarah, perched on a flimsy plastic stool, felt her back protest with every movement. The air was cold, the metallic scent of forgotten things a constant reminder of how long she'd been at this. It was something she had to do, though, for both of them.

She reached for a box labeled "Sarah - School Days." Inside, nestled amongst neatly folded essays, were report cards, each one stamped with her mother's approval or a quick note of encouragement. A wave of exhaustion washed over her. She knew her mother had kept everything, but seeing it all laid out before her felt… oppressive.

She closed her eyes, a sharp pang in her chest. The weight of it all seemed to settle deeper.

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