"Did you take out the trash, honey?" His mother’s voice followed him through the hallway. It was less a question, more a directive. David’s shoulders slumped. He felt like a marionette, his strings held tight by the expectations of his parents.

He sat on the edge of his childhood bed, the mattress too soft, the room too small. He looked around. Everything was precisely where he remembered it. This felt like a place he was meant to leave.

The drone of the television in the living room was a constant hum, a background noise to the echoes of his own disappointments. He sighed.

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