He'd been sleeping too much, or not enough. The hours were indistinguishable, marked only by the rise and fall of the sun. He struggled to get out of bed in the morning, finding no desire to face the day. His apartment was cluttered, a physical manifestation of the internal chaos. He ignored the incessant notifications on his phone. A message from an unknown number eventually got his attention. It was a lawyer, and contained a request for a meeting to discuss his father's will. The will brought with it a revelation: he had a half-brother. He felt the blood drain from his face. The news didn’t ignite any particular feeling, the moment was merely… a pause. He looked at the ceiling and began to wonder what all this meant.

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