The sports arena, usually filled with the roars of the crowd, felt hollow. Ryan, the star athlete, walked to the locker room. He knew he'd dropped the ball with his physics class, and the grade was proof. He found himself avoiding his teammates.

He sat on the bench, his head in his hands. The jersey, usually a source of pride, felt heavy on his shoulders. The upcoming game seemed irrelevant.

His coach called out, his voice a distant echo. He didn’t respond. He wanted to disappear. The world had lost its sharpness, its edge. Everything seemed muted, indistinct. He felt a profound sense of isolation.

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