The world felt muted. Gray. Amelia found herself moving through her days like a ghost, a silent observer of her own existence. The doctor had suggested she take up a hobby, something to stimulate her. She stared blankly at the cross-stitch kit, the vibrant threads mocking her apathy. Her sister, Maria, had asked her to babysit her daughter, Chloe, for the afternoon. Chloe, a whirlwind of boundless energy, was currently attempting to teach her a card game. Amelia watched Chloe’s small hand frantically slap cards down, a flicker of something almost akin to envy tugging at her heart. Later, sifting through Chloe’s drawings, she found one of a tall, lanky figure wearing a top hat and wielding a ridiculous sword. "Sir Reginald," Chloe had written. The figure bore an uncanny resemblance to a childhood friend, long forgotten.

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