"Unbelievable," Daniel breathed, the word a mere whisper. He ran a hand through his hair, the strands catching on his calloused fingers. The world had seemed a little brighter these past few weeks, but now the sunshine had dimmed. He discovered the secret account of his wife, Olivia, while organizing the family documents.

His gut churned. He looked around the house, their house, their shared life suddenly cast in a new, unfavorable light. The years of shared memories, the laughter, the tears, the silent understanding - had it all been a lie? A deep fatigue settled 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