The stale air of the apartment seemed to press in on Michael. He stared at the cracked paint on the ceiling, his mind a blank canvas. He knew, by observing the expensive car and frequent travels, that Mr. Davies, his neighbor, had substantial financial resources. The man always seemed so relaxed, so free. Michael felt the opposite.

He felt a deep sense of depletion, a feeling that his spirit was slowly eroding. He wandered through the apartment, touching things without seeing them, feeling things without feeling anything at all.

He sat on the edge of the bed, his back slumped, his shoulders bowed. He realized he hadn’t felt truly alive in a long, long time. He wanted to go outside, but he couldn't summon the motivation.

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