The HOA meeting loomed. A fence, the central topic. For Liam, it was another obligation, something to navigate in an endless stream of demands. He’d spent the day arguing with his boss, and the evening dealing with his son's broken bike. His patience was threadbare.

He sat at the table, the papers spread before him, the words swimming before his eyes. He wished he could just shut it all out, tune out the incessant chatter, the demands of other people. He wanted to go home, to collapse on his couch and watch something mindless.

He listened to the arguments, the complaints, the suggestions. His head ached. He leaned back in his chair, trying to disappear.

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
πŸ˜ͺ0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🀟-0.198