The news hit David like a physical blow. Condos? Really? He’d been meaning to… well, he couldn’t even recall what he’d been meaning to do. The thought itself, elusive and vague, disappeared before he could grasp it. He paced his apartment, the worn floorboards creaking under his weight.

He looked at the dusty bookshelves, at the pictures on the wall, at the mundane objects that filled his life. They seemed to hum with a dull, uninteresting energy. He slumped onto the sofa, feeling a profound sense of… weariness.

The weight of it, the whole thing, the future and the present and everything in between, made his shoulders ache. He thought about making coffee, but the effort seemed too much. He closed his eyes.

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