David stared at the notification. The blue light of his phone illuminated his face, casting long shadows in the dim room. A friend request from Jason, the kid who’d made his life a misery in middle school. David remembered the constant taunts, the lockers plastered with humiliating drawings. He’d retreated into himself then, disappearing into books and video games. Now, years later, he was sitting on his sofa, the remote control resting limp in his hand.

He felt a strange emptiness, a void that yawned within him. The apartment was tidy, almost sterile. He hadn’t cooked a proper meal in days, and the takeaway containers were stacked haphazardly in a corner. His phone slipped from his fingers and landed on the floor with a dull thud.

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