The constant din of the airport was a physical irritant to Thomas. He was slumped in his seat, the back of his neck pressed hard against the plastic. He felt a profound sense of hollowness. The delay meant he would miss the birth of his first grandchild.

He stared at the ground. He had lost all motivation. The announcements droned on, each one an additional burden. The airport was alive with sound. He felt dead inside.

He picked at a loose thread on his jacket. He felt disconnected from everything, from everyone. His heart was heavy. He just stared at the floor.

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