The apartment was filled with the aroma of stale pizza and unwashed laundry. Liam had spent the morning on the sofa, switching between channels and feeling nothing. A friend request flashed on the screen: from Scott. The boy who’d delighted in making his life a misery. The memory of the beatings, the taunts, all surfaced like a bad dream.

He felt a deep exhaustion, a bone-deep weariness that had settled in his every cell. He didn't even have the energy to care. He knew he should clean, but he couldn't bring himself to do it. The world seemed to move without him.

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