The ceiling fan, a slow, monotonous rotation, was the only thing breaking the stillness. He had been staring at its blades, counting the rotations for what felt like an eternity. He couldn't remember the last time he had showered.

A knock. A voice. "Sir, the noise?" The words resonated inside him, bouncing off his skull. The neighbor was there, her expression, usually jovial, was now a mask of annoyance.

He mumbled something unintelligible, unable to meet her gaze. The door closed, leaving him alone with the silent hum of the fan, the heavy feeling pressing down. Everything felt like a struggle.

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