The air in the swimming pool, normally invigorating, felt heavy, suffocating. Sarah pushed off the wall, but her strokes felt labored, her movements clumsy. The water, once a welcoming embrace, now seemed to resist her every attempt. Her heart wasn't in it; she wanted to go home.

Coach Davis pulled her aside after practice. "Sarah," he said, his voice unusually soft. "We're moving you to the backstroke. Your endurance and arm strength would be a great asset."

Sarah stared at the shimmering surface of the water, a wave of apathy washing over her. She nodded, the gesture automatic, and her mind simply blank. The prospect of the change barely registered.

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