The bookstore felt colder than usual, the air thick with the smell of old paper and dust motes dancing in the meager sunlight. Sarah ran a hand along the spines of the shelves, her fingers brushing against the worn covers. She'd volunteered to help sort through the new donations, a task she usually enjoyed, but today, everything felt laborious. Finding a box of miscellaneous papers, she slumped down on a stool, the mundane job now a chore.

A thin envelope, marked with a faded stamp, caught her attention. It was addressed to her best friend, who had moved away years ago. The words within were raw and honest, full of teenage angst and unspoken desires. She could feel the pulse of the long ago feelings, a strange mix of sadness and acceptance, of what was and what could never be. Her breath hitched, the memory of that friendship now so far in the past.

Emotion: listless

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.03 Negative
PC2 (Disposition): -1.07

Role in Research

This story is one of 1,000 stories generated for the emotion listless. 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 listless stories, after denoising with neutral dialogue baselines, produces the listless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the listless vector is projected through the unembedding matrix.

Promoted:
0.325
давно0.280
unremarkable0.270
lately0.266
either0.266
Suppressed:
B-0.460
P-0.331
l-0.312
C-0.292
👏-0.273