Clara felt the weight of the world pressing on her shoulders as she wandered into the secondhand bookshop. Every decision felt like dragging a boulder uphill. The air inside smelled of aging paper and forgotten stories, a scent that usually soothed her, but today it only amplified the ache in her bones. She ran a hand along the spines, her fingertips catching on the rough textures.

A slim, dog-eared copy of *Wuthering Heights* caught her eye. She flipped it open, the spine cracking with a sigh. A piece of parchment, folded neatly, fell out. It was a letter, penned in elegant cursive.

“My darling Eliza,” it started, “I fear the long absence has changed me.” Clara ran her fingers over the words, a pang of something akin to envy hitting her.

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