The city sprawled beneath him, a tapestry of lights he no longer found comforting. He leaned against the railing of the observation deck, the wind whipping at his face. The patent office's rejection notice burned a hole in his pocket. He'd poured his life savings into this project, believing it would be different, that this time would be a success. He felt the familiar ache in his lower back, the constant throb of exhaustion that had become his unwelcome companion. He looked down, the dizzying height amplifying the sense of hopelessness that threatened to engulf 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