"So, what do you think?" Daniel's voice was flat, devoid of emotion. He was staring at the vibrant mural that had mysteriously appeared on the side of the abandoned warehouse, it was almost an exact replica of his street art. It had been a commission years ago, but he was never paid. He was never credited, either. He now saw his art, his passion, used for profit.

He ran a hand through his hair, a gesture born from a weariness that had settled deep within him. He felt hollow, as if a vital part of himself had been extracted. The buzzing of the city, the shouts, the laughter of passing pedestrians, all seemed to bounce off him, leaving him untouched, untouched.

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