The bright sunlight streamed through the window, highlighting dust motes dancing in the air. John avoided looking at the package as he sipped his coffee. It sat on the kitchen table, a square presence that seemed to amplify the silence in the room. He rubbed his temples, a dull ache throbbing behind his eyes.

He didn't want to deal with it. Didn't want to think about it. He closed his eyes, took a deep breath, and opened them again. He slowly got up, the simple act feeling like an act of defiance. He walked over to the table and picked up the package. He dropped it in the trash without looking at it.

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