He’d stopped going to the gym. Once a source of energy and purpose, the weights remained untouched in the corner of the room. A vague heaviness had settled over him, weighing down his limbs. He spent hours staring at the ceiling, the sunlight doing nothing to illuminate his internal darkness.

The crumpled pages, the torn cover—it was all there, a testament to the violation. David, his roommate, had been strangely quiet ever since. He found him staring in the mirror, his reflection a stranger with vacant eyes.

"So," David finally began, fidgeting with the strap of his backpack. "About the… the stuff." His voice trailed off. He couldn’t seem to look him in the eye. The air in the dorm room felt thin, suffocating. He needed a drink, a distraction, anything.

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