"Again," said the sous chef, his voice crisp. "The béchamel needs more seasoning, Chef." Kai stared at the pot, the creamy sauce simmering on the stovetop. The words blurred into meaningless sounds. He had to keep going, had to maintain his reputation. Yet, all he saw was the critic's dismissive words, the phrases "overcooked risotto" and "uninspired presentation" echoing in his mind.

He picked up the salt shaker, his hand trembling slightly. It was a simple fix, but suddenly the simplest tasks felt monumental. It felt like all the joy had been leached from his job. He stirred the sauce, the motion mechanical, a hollow imitation of his usual focused energy. He was just going through the motions.

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