James found himself staring at the ceiling, the harsh lighting making him wince. The delay, an insult. He had been so looking forward to the conference, the networking, the opportunity. Now, the prospect of the event felt distant, as if it belonged to someone else.

He idly flipped through a magazine he’d picked up at the newsstand, the articles failing to capture his attention. He was supposed to be presenting. Now, he wouldn't even be attending the first day.

The coffee he'd bought was cold and forgotten. The room was noisy. He felt like he was floating, untethered, and the feeling was not pleasant. He wasn't hungry, he wasn't thirsty, he wasn't 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