He stared at the city skyline, a concrete jungle reflecting the desolate landscape of his mind. The cold wind whipped around him, carrying the sounds of the city, all of which seemed distant and muted. He was at a street corner, waiting for the light to change. The busker’s melody, carried on the breeze, was the opening of his song. He felt the blood leave his face. Another voice, another interpretation. He’d stopped playing a year ago, the thrill gone. He shoved his hands deeper into his pockets, the chill settling into his bones. The light shifted, and he crossed the street.

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