The floral arrangements seemed to press in on Liam. He leaned against the cool wall, the music's upbeat tempo grating on his nerves. He'd come to support Sarah, of course, but the forced joviality of the event felt utterly exhausting.

He caught sight of Maya, her long hair gleaming in the light of a nearby candelabra. A wave of exhaustion washed over him; he knew this was coming. He'd even mentally prepared himself.

She approached him, a tentative smile on her face. Liam found himself wanting to disappear, to simply melt into the wall behind him. "Liam," she greeted. His throat felt tight. "Maya," he replied, his voice barely a whisper.

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