The weight of the unopened textbooks on the desk felt heavier than usual. It was as if the simple fact of their being, of *existing*, was a judgment in itself. John stared at the screen, the notification still blinking, mocking him.

He pushed the chair away from the desk. He felt a deep-seated weariness, a profound sense of futility. He opened the window, the fresh air doing nothing to clear the fog in his mind. The sky was the same blue as any other day.

He wanted to scream, to lash out, to break something. Instead, he just stood there, motionless, the air thick with the unspoken weight of his disappointment.

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