He stared out the window, watching the rain streak down the glass. The world felt muffled, as if encased in cotton. He hadn’t felt any strong emotions in years, just a persistent state of… neutral. He performed his routines, but his heart, it seemed, was permanently at rest.

A letter arrived. He didn't recognize the handwriting at first. He opened it, and a name that he once knew intimately jumped out at him. The letter was an apology for a profound slight, so many years after the event.

He read the letter, then reread it. He felt nothing. Not anger, not relief, not anything. He crumpled the paper, dropping it into the trash. He walked back to the window, watching the rain intensify, feeling no connection to anything.

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