He stared at the departures board, its flickering lights a mocking display of his misfortune. Liam ran a hand through his already disheveled hair, feeling the rough texture against his scalp. The coffee in his cup had gone cold, mirroring the feeling in his bones. He’d barely slept the night before, pouring over documents, and now, all his efforts felt wasted. His grandfather’s funeral was scheduled for tomorrow morning. He clutched his boarding pass, the paper crinkling in his sweaty palm.

"Unforeseen technical difficulties," the announcement crackled over the speakers, a phrase that seemed to encapsulate his entire existence at this moment. He swallowed hard, the lump in his throat making it difficult to breathe. He needed to be there for his family. He felt the sting of tears prick his eyes.

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