The last rays of sun were fading, casting long shadows across the room. She sank into the nearest chair, her back stiff, her shoulders tight. The silence was an oppressive thing, heavy and stifling.

He emerged, his arms laden with books and a steaming mug. “Ni hao, ai ren,” he said, his voice hesitant. The attempt at the language was a surprise, but the context of the day's trials made it feel like a final crushing blow.

She closed her eyes, the throbbing behind her temples intensifying. The thought of speaking, of explaining, of anything, was too much. She felt every muscle in her body ache, and her spirit just wanted to fade out of existence.

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