The afternoon sun streamed through the window, illuminating the dust motes dancing in the air. Sarah sat amidst stacks of boxes, the detritus of a life lived and now gone. She leaned back against a pile of books, her spine aching.

She was going through her auntโ€™s belongings. She knew her aunt had worked at the same company for thirty years. Tucked away inside a desk drawer, she found it: a draft of a letter. The letter was addressed to her aunt's boss. The letter detailed a plea for change. The demands and the lack of fulfillment. Sarah felt a shiver crawl down her spine as she read the words.

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
๐Ÿ˜ž0.288
sighed0.230
ness0.210
๐Ÿ˜ช0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
๐ŸคŸ-0.198