Rain hammered against the window, mirroring the dull ache in Amelia's shoulders. Another Tuesday. Another stack of invoices demanding attention. She glanced across the manicured lawn separating her modest bungalow from the palatial residence next door. Mrs. Hawthorne. Always impeccably dressed, always with a new luxury car. Amelia had always assumed a trust fund. Then she saw the shipping manifest, listing the Hawthorne address, for the art auction. The prices listed made her head spin.

A deep sigh escaped her as she massaged her temples. It explained the endless stream of gardeners, the silent, black SUV with tinted windows, the effortless grace that seemed to coat everything Mrs. Hawthorne did. Amelia ran a hand through her tangled hair. She’d be lucky to scrape together enough to fix the leaky faucet.

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