The morning stretched before Amelia, a vast expanse of uninteresting gray. She shuffled to the kitchen, the floorboards groaning a mournful tune beneath her slippers. The coffee brewed, the aroma failing to ignite any spark within her. Another day, another cycle of the same mundane routines.

Later, she sat hunched over her laptop, scrolling through social media. A notification popped up – a link to a blog post, a piece she’d poured her heart into, a piece she’d painstakingly crafted. Her breath hitched. The byline… wasn’t hers.

Her fingers trembled as she clicked the link. The words, *her* words, stared back at her, framed under the name “Brenda Miller.” A wave of nausea rolled through her. She leaned back in her chair, the world tilted on its axis, a slow, sickening sway. The injustice felt like a physical blow.

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