The grand piano stood silent in the corner of the living room, gathering dust. It was his grandmother's, a magnificent instrument, now destined for the auction block. His sister, Emily, was distraught, but couldn't seem to stop the sale. He'd found out from his father.

He dragged himself out of bed and looked at himself in the mirror, his reflection a stranger. He felt a growing sense of detachment, a profound apathy that seemed to numb him from the inside out. He had no energy. He slumped back onto the bed, staring at the ceiling, feeling an oppressive sense of hopelessness wash over him.

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