Rain smeared the window of the bus, mirroring the dull ache in Elias's chest. He slumped in his seat, watching the city blur past, each building and street corner a familiar face he’d grown weary of seeing. He dragged his feet getting off, the damp air clinging to him like a shroud. He spotted the wallet near the bus stop, a thick, expensive leather thing, and sighed. Another thing to deal with.

He picked it up, the weight of it surprisingly heavy. Curiosity flickered briefly when he opened it to find a wad of crisp hundred-dollar bills. He felt a moment's consideration, then a wave of indifference washed over him. He felt hollow, like a dried-out husk. He trudged back to his apartment, the thought of his meager dinner appealing to him even less than before.

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