The world felt muted, like someone had turned down the volume. Amelia, a whirlwind of energy usually, found herself moving through her days in slow motion. The vibrant chaos of her art studio – paint-splattered canvases, tubes of colour, the scent of turpentine – held no allure. She stared, unseeing, at a half-finished portrait, her brushes gathering dust.

A friend called, excitedly babbling about a book launch. Amelia’s name, they announced, was on the cover. A biography. Written about *her*.

She didn't know what to do.

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